Pandas Profiling Report

Dataset info

Number of variables	143
Number of observations	225
Missing cells	0 (0.0%)
Duplicate rows	0 (0.0%)
Total size in memory	302.0 KiB
Average record size in memory	1.3 KiB

Variables types

NUM	126
BOOL	13
CAT	4

Toggle Reproduction Information

Reproduction info

Date of analysis	2021-02-08 11:51:54.974627
Version	pandas-profiling v2.4.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download Configuration	config.yaml

Toggle Warnings

Warnings

`aids` has constant value "0"	Rejected
`d1_resprate_min` has 31 (13.8%) zeros	Zeros
`gcs_unable_apache` has constant value "0.0"	Rejected
`h1_resprate_min` has 5 (2.2%) zeros	Zeros
`pre_icu_los_days` has 23 (10.2%) zeros	Zeros
`readmission_status` has constant value "0"	Rejected
`d1_bilirubin_max` is highly correlated with `bilirubin_apache` and 3 other fields	High Correlation
`bilirubin_apache` is highly correlated with `d1_bilirubin_max` and 3 other fields	High Correlation
`d1_bilirubin_min` is highly correlated with `bilirubin_apache` and 3 other fields	High Correlation
`d1_bun_min` is highly correlated with `d1_bun_max` and 2 other fields	High Correlation
`d1_bun_max` is highly correlated with `d1_bun_min` and 2 other fields	High Correlation
`d1_diasbp_noninvasive_max` is highly correlated with `d1_diasbp_max`	High Correlation
`d1_diasbp_max` is highly correlated with `d1_diasbp_noninvasive_max`	High Correlation
`d1_diasbp_noninvasive_min` is highly correlated with `d1_diasbp_min`	High Correlation
`d1_diasbp_min` is highly correlated with `d1_diasbp_noninvasive_min`	High Correlation
`d1_hematocrit_max` is highly correlated with `d1_hemaglobin_max`	High Correlation
`d1_hemaglobin_max` is highly correlated with `d1_hematocrit_max`	High Correlation
`d1_hematocrit_min` is highly correlated with `d1_hemaglobin_min` and 1 other fields	High Correlation
`d1_hemaglobin_min` is highly correlated with `d1_hematocrit_min` and 1 other fields	High Correlation
`d1_mbp_noninvasive_max` is highly correlated with `d1_mbp_max`	High Correlation
`d1_mbp_max` is highly correlated with `d1_mbp_noninvasive_max`	High Correlation
`d1_mbp_noninvasive_min` is highly correlated with `d1_mbp_min`	High Correlation
`d1_mbp_min` is highly correlated with `d1_mbp_noninvasive_min`	High Correlation
`d1_platelets_min` is highly correlated with `d1_platelets_max` and 2 other fields	High Correlation
`d1_platelets_max` is highly correlated with `d1_platelets_min` and 2 other fields	High Correlation
`d1_sysbp_noninvasive_max` is highly correlated with `d1_sysbp_max`	High Correlation
`d1_sysbp_max` is highly correlated with `d1_sysbp_noninvasive_max`	High Correlation
`h1_arterial_pco2_min` is highly correlated with `h1_arterial_pco2_max`	High Correlation
`h1_arterial_pco2_max` is highly correlated with `h1_arterial_pco2_min`	High Correlation
`h1_arterial_ph_min` is highly correlated with `h1_arterial_ph_max`	High Correlation
`h1_arterial_ph_max` is highly correlated with `h1_arterial_ph_min`	High Correlation
`h1_bilirubin_max` is highly correlated with `bilirubin_apache` and 3 other fields	High Correlation
`h1_bilirubin_min` is highly correlated with `bilirubin_apache` and 3 other fields	High Correlation
`h1_bun_max` is highly correlated with `d1_bun_max` and 2 other fields	High Correlation
`h1_bun_min` is highly correlated with `d1_bun_max` and 2 other fields	High Correlation
`h1_calcium_min` is highly correlated with `h1_calcium_max`	High Correlation
`h1_calcium_max` is highly correlated with `h1_calcium_min`	High Correlation
`h1_creatinine_min` is highly correlated with `h1_creatinine_max`	High Correlation
`h1_creatinine_max` is highly correlated with `h1_creatinine_min`	High Correlation
`h1_diasbp_noninvasive_max` is highly correlated with `h1_diasbp_max`	High Correlation
`h1_diasbp_max` is highly correlated with `h1_diasbp_noninvasive_max`	High Correlation
`h1_diasbp_noninvasive_min` is highly correlated with `h1_diasbp_min`	High Correlation
`h1_diasbp_min` is highly correlated with `h1_diasbp_noninvasive_min`	High Correlation
`h1_glucose_min` is highly correlated with `h1_glucose_max`	High Correlation
`h1_glucose_max` is highly correlated with `h1_glucose_min`	High Correlation
`h1_hco3_min` is highly correlated with `h1_hco3_max`	High Correlation
`h1_hco3_max` is highly correlated with `h1_hco3_min`	High Correlation
`h1_hematocrit_max` is highly correlated with `h1_hemaglobin_max` and 1 other fields	High Correlation
`h1_hemaglobin_max` is highly correlated with `h1_hematocrit_max` and 1 other fields	High Correlation
`h1_hematocrit_min` is highly correlated with `h1_hemaglobin_max` and 1 other fields	High Correlation
`h1_inr_max` is highly correlated with `d1_inr_max`	High Correlation
`d1_inr_max` is highly correlated with `h1_inr_max`	High Correlation
`h1_inr_min` is highly correlated with `d1_inr_min`	High Correlation
`d1_inr_min` is highly correlated with `h1_inr_min`	High Correlation
`h1_platelets_max` is highly correlated with `d1_platelets_max` and 2 other fields	High Correlation
`h1_platelets_min` is highly correlated with `d1_platelets_max` and 2 other fields	High Correlation
`h1_potassium_min` is highly correlated with `h1_potassium_max`	High Correlation
`h1_potassium_max` is highly correlated with `h1_potassium_min`	High Correlation
`h1_sodium_min` is highly correlated with `h1_sodium_max`	High Correlation
`h1_sodium_max` is highly correlated with `h1_sodium_min`	High Correlation
`h1_sysbp_noninvasive_max` is highly correlated with `h1_sysbp_max`	High Correlation
`h1_sysbp_max` is highly correlated with `h1_sysbp_noninvasive_max`	High Correlation
`h1_sysbp_noninvasive_min` is highly correlated with `h1_sysbp_min`	High Correlation
`h1_sysbp_min` is highly correlated with `h1_sysbp_noninvasive_min`	High Correlation
`h1_temp_min` is highly correlated with `h1_temp_max`	High Correlation
`h1_temp_max` is highly correlated with `h1_temp_min`	High Correlation
`h1_wbc_max` is highly correlated with `d1_wbc_max` and 1 other fields	High Correlation
`d1_wbc_max` is highly correlated with `h1_wbc_max` and 2 other fields	High Correlation
`h1_wbc_min` is highly correlated with `d1_wbc_max` and 1 other fields	High Correlation
`hematocrit_apache` is highly correlated with `d1_hemaglobin_min` and 1 other fields	High Correlation
`icu_id` is highly correlated with `df_index`	High Correlation
`df_index` is highly correlated with `icu_id`	High Correlation
`temp_apache` is highly correlated with `d1_temp_min`	High Correlation
`d1_temp_min` is highly correlated with `temp_apache`	High Correlation
`wbc_apache` is highly correlated with `d1_wbc_max`	High Correlation

age
Real number (ℝ_≥0)

Distinct count	64
Unique (%)	28.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	59.81333333333333
Minimum	18.0
Maximum	89.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	18
5-th percentile	27.2
Q1	52
median	62
Q3	72
95-th percentile	83
Maximum	89
Range	71
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	16.28158469
Coefficient of variation (CV)	0.2722066098
Kurtosis	-0.05804017965
Mean	59.81333333
Median Absolute Deviation (MAD)	12.86293333
Skewness	-0.6598220743
Sum	13458
Variance	265.09

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[18. 51.5 79.5 89. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
62	10	4.4%
67	9	4.0%
57	9	4.0%
60	8	3.6%
64	7	3.1%
56	7	3.1%
70	6	2.7%
63	6	2.7%
73	6	2.7%
78	6	2.7%
Other values (54)	151	67.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
18	2	0.9%
19	1	0.4%
20	1	0.4%
21	3	1.3%
23	1	0.4%

Value	Count	Frequency (%)
89	1	0.4%
86	2	0.9%
85	5	2.2%
84	1	0.4%
83	4	1.8%

aids
Boolean

CONST

Distinct count	1
Unique (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

0	225

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	225	100.0%

apache_2_diagnosis
Real number (ℝ_≥0)

Distinct count	28
Unique (%)	12.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	210.95555555555555
Minimum	103.0
Maximum	308.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	103
5-th percentile	113
Q1	117
median	207
Q3	304
95-th percentile	308
Maximum	308
Range	205
Interquartile range (IQR)	187

Descriptive statistics

Standard deviation	77.5723037
Coefficient of variation (CV)	0.367718705
Kurtosis	-1.48479128
Mean	210.9555556
Median Absolute Deviation (MAD)	64.5837037
Skewness	-0.002427709951
Sum	47465
Variance	6017.462302

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[103. 111.5 113.5 114.5 123. ... 301.5 303.5 304.5 307. 308. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
308	32	14.2%
114	28	12.4%
304	22	9.8%
113	18	8.0%
203	18	8.0%
202	17	7.6%
214	14	6.2%
213	11	4.9%
207	9	4.0%
302	8	3.6%
Other values (18)	48	21.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
103	1	0.4%
105	1	0.4%
106	1	0.4%
108	1	0.4%
110	2	0.9%

Value	Count	Frequency (%)
308	32	14.2%
306	1	0.4%
305	6	2.7%
304	22	9.8%
303	3	1.3%

arf_apache
Boolean

Distinct count	2
Unique (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

0	220
1	5

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	220	97.8%
1	5	2.2%

bilirubin_apache
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	57
Unique (%)	25.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.7985333333333333
Minimum	0.2
Maximum	25.4
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

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Quantile statistics

Minimum	0.2
5-th percentile	0.3
Q1	0.5
median	0.9
Q3	1.7
95-th percentile	5.844
Maximum	25.4
Range	25.2
Interquartile range (IQR)	1.2

Descriptive statistics

Standard deviation	2.903193297
Coefficient of variation (CV)	1.61420044
Kurtosis	37.94429638
Mean	1.798533333
Median Absolute Deviation (MAD)	1.514317037
Skewness	5.43594311
Sum	404.67
Variance	8.428531321

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0.2 0.805 1.75 4.1 7.3 25.4 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.4	24	10.7%
0.7	20	8.9%
0.8	16	7.1%
0.5	16	7.1%
0.3	14	6.2%
1.1	12	5.3%
0.6	11	4.9%
0.9	11	4.9%
1.2	9	4.0%
1	7	3.1%
Other values (47)	85	37.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.2	3	1.3%
0.3	14	6.2%
0.4	24	10.7%
0.5	16	7.1%
0.57	1	0.4%

Value	Count	Frequency (%)
25.4	1	0.4%
25	1	0.4%
12.4	1	0.4%
11.6	1	0.4%
11	1	0.4%

bmi
Real number (ℝ_≥0)

Distinct count	224
Unique (%)	99.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	30.358985197911114
Minimum	14.84492591
Maximum	64.04031812
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

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Quantile statistics

Minimum	14.84492591
5-th percentile	19.70976741
Q1	25.13220555
median	29.26632773
Q3	34.30545064
95-th percentile	44.45902535
Maximum	64.04031812
Range	49.19539221
Interquartile range (IQR)	9.17324509

Descriptive statistics

Standard deviation	7.793114847
Coefficient of variation (CV)	0.2566987927
Kurtosis	2.196381266
Mean	30.3589852
Median Absolute Deviation (MAD)	5.90258299
Skewness	1.03858926
Sum	6830.77167
Variance	60.73263902

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[14.84492591 21.91507456 34.55874762 45.90354095 64.04031812], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
27.99495395	2	0.9%
24.14058673	1	0.4%
42.45577523	1	0.4%
47.2013825	1	0.4%
27.05757429	1	0.4%
27.92026045	1	0.4%
23.50310823	1	0.4%
34.8236822	1	0.4%
28.79887417	1	0.4%
28.50088183	1	0.4%
Other values (214)	214	95.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
14.84492591	1	0.4%
16.31633715	1	0.4%
16.52809272	1	0.4%
16.55004248	1	0.4%
17.11749789	1	0.4%

Value	Count	Frequency (%)
64.04031812	1	0.4%
62.04801362	1	0.4%
56.65923818	1	0.4%
51.19677501	1	0.4%
47.2013825	1	0.4%

cirrhosis
Boolean

Distinct count	2
Unique (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

0	212
1	13

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	212	94.2%
1	13	5.8%

d1_albumin_max
Real number (ℝ_≥0)

Distinct count	32
Unique (%)	14.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.7888888888888888
Minimum	1.2
Maximum	4.6
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

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Quantile statistics

Minimum	1.2
5-th percentile	1.52
Q1	2.3
median	2.8
Q3	3.3
95-th percentile	3.9
Maximum	4.6
Range	3.4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.7264831573
Coefficient of variation (CV)	0.2604919687
Kurtosis	-0.3642703375
Mean	2.788888889
Median Absolute Deviation (MAD)	0.5809382716
Skewness	-0.1929437064
Sum	627.5
Variance	0.5277777778

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[1.2 1.25 1.55 2.55 3.75 4.6 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
2.7	18	8.0%
2.8	14	6.2%
2.9	14	6.2%
3.3	13	5.8%
2.6	11	4.9%
2.1	10	4.4%
3.2	10	4.4%
3.1	10	4.4%
3	9	4.0%
3.5	9	4.0%
Other values (22)	107	47.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.2	8	3.6%
1.3	1	0.4%
1.4	1	0.4%
1.5	2	0.9%
1.6	4	1.8%

Value	Count	Frequency (%)
4.6	2	0.9%
4.2	3	1.3%
4.1	2	0.9%
4	2	0.9%
3.9	4	1.8%

d1_albumin_min
Real number (ℝ_≥0)

Distinct count	30
Unique (%)	13.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.533333333333333
Minimum	1.1
Maximum	4.5
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

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Quantile statistics

Minimum	1.1
5-th percentile	1.22
Q1	2
median	2.6
Q3	3
95-th percentile	3.7
Maximum	4.5
Range	3.4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.7181946612
Coefficient of variation (CV)	0.2834978926
Kurtosis	-0.3982617733
Mean	2.533333333
Median Absolute Deviation (MAD)	0.5777777778
Skewness	0.01126747649
Sum	570
Variance	0.5158035714

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[1.1 1.85 3.05 3.85 4.5 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1.9	16	7.1%
2.6	16	7.1%
2.4	15	6.7%
2.5	13	5.8%
2.9	13	5.8%
2.7	12	5.3%
2.2	12	5.3%
3	12	5.3%
2.8	9	4.0%
3.2	8	3.6%
Other values (20)	99	44.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.1	7	3.1%
1.2	5	2.2%
1.3	2	0.9%
1.4	3	1.3%
1.5	5	2.2%

Value	Count	Frequency (%)
4.5	2	0.9%
3.9	2	0.9%
3.8	5	2.2%
3.7	6	2.7%
3.6	6	2.7%

d1_arterial_pco2_max
Real number (ℝ_≥0)

Distinct count	109
Unique (%)	48.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	45.760888888888886
Minimum	25.1
Maximum	111.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	25.1
5-th percentile	32
Q1	39
median	43
Q3	49.6
95-th percentile	66.3
Maximum	111
Range	85.9
Interquartile range (IQR)	10.6

Descriptive statistics

Standard deviation	12.1646986
Coefficient of variation (CV)	0.2658317812
Kurtosis	7.873925862
Mean	45.76088889
Median Absolute Deviation (MAD)	8.213163457
Skewness	2.19404695
Sum	10296.2
Variance	147.9798921

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 25.1 31.8 37.95 38.05 49.2 56.45 67.3 111. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
40	11	4.9%
41	10	4.4%
43	9	4.0%
38	9	4.0%
42	8	3.6%
45	7	3.1%
49	6	2.7%
53	6	2.7%
46	5	2.2%
50	5	2.2%
Other values (99)	149	66.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
25.1	1	0.4%
26.5	1	0.4%
27	1	0.4%
27.1	1	0.4%
27.3	1	0.4%

Value	Count	Frequency (%)
111	1	0.4%
105	1	0.4%
103	1	0.4%
87	1	0.4%
81	1	0.4%

d1_arterial_pco2_min
Real number (ℝ_≥0)

Distinct count	94
Unique (%)	41.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	34.196000000000005
Minimum	14.9
Maximum	59.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	14.9
5-th percentile	22.2
Q1	28.9
median	34.7
Q3	39
95-th percentile	46
Maximum	59
Range	44.1
Interquartile range (IQR)	10.1

Descriptive statistics

Standard deviation	7.340897668
Coefficient of variation (CV)	0.2146712384
Kurtosis	0.2952457315
Mean	34.196
Median Absolute Deviation (MAD)	5.780053333
Skewness	0.03306117799
Sum	7694.1
Variance	53.88877857

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[14.9 20.9 27.9 28.05 34.9 35.15 42.2 48.5 59. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
35	13	5.8%
40	9	4.0%
41	9	4.0%
28	9	4.0%
36	9	4.0%
38	9	4.0%
33	9	4.0%
32	8	3.6%
42	7	3.1%
37	7	3.1%
Other values (84)	136	60.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
14.9	1	0.4%
15	1	0.4%
16	1	0.4%
17	1	0.4%
18.3	1	0.4%

Value	Count	Frequency (%)
59	1	0.4%
54	1	0.4%
53	1	0.4%
49	2	0.9%
48	2	0.9%

d1_arterial_ph_max
Real number (ℝ_≥0)

Distinct count	92
Unique (%)	40.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	7.3966666666666665
Minimum	7.06
Maximum	7.62
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	7.06
5-th percentile	7.2564
Q1	7.35
median	7.397
Q3	7.45
95-th percentile	7.5232
Maximum	7.62
Range	0.56
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.08354575308
Coefficient of variation (CV)	0.01129505449
Kurtosis	1.496591984
Mean	7.396666667
Median Absolute Deviation (MAD)	0.0625837037
Skewness	-0.3870080479
Sum	1664.25
Variance	0.006979892857

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[7.06 7.2985 7.349 7.351 7.3795 ... 7.3895 7.3905 7.4605 7.522 7.62 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
7.43	11	4.9%
7.39	11	4.9%
7.36	11	4.9%
7.38	10	4.4%
7.35	10	4.4%
7.4	9	4.0%
7.45	8	3.6%
7.37	7	3.1%
7.34	7	3.1%
7.41	7	3.1%
Other values (82)	134	59.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7.06	1	0.4%
7.128	1	0.4%
7.164	1	0.4%
7.187	1	0.4%
7.19	1	0.4%

Value	Count	Frequency (%)
7.62	3	1.3%
7.572	1	0.4%
7.57	1	0.4%
7.56	1	0.4%
7.552	1	0.4%

d1_arterial_ph_min
Real number (ℝ_≥0)

Distinct count	107
Unique (%)	47.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	7.269146666666667
Minimum	6.89
Maximum	7.48
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	6.89
5-th percentile	7.0022
Q1	7.21
median	7.295
Q3	7.36
95-th percentile	7.4308
Maximum	7.48
Range	0.59
Interquartile range (IQR)	0.15

Descriptive statistics

Standard deviation	0.1269213086
Coefficient of variation (CV)	0.01746027621
Kurtosis	0.5112826162
Mean	7.269146667
Median Absolute Deviation (MAD)	0.0979712
Skewness	-0.9383090007
Sum	1635.558
Variance	0.01610901857

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[6.89 7.078 7.2385 7.3915 7.48 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
7.28	7	3.1%
7.32	7	3.1%
7.34	7	3.1%
7.31	7	3.1%
7.36	7	3.1%
7.27	7	3.1%
7.24	6	2.7%
7.39	6	2.7%
7.33	6	2.7%
7.3	6	2.7%
Other values (97)	159	70.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6.89	3	1.3%
6.9	1	0.4%
6.949	1	0.4%
6.965	1	0.4%
6.982	1	0.4%

Value	Count	Frequency (%)
7.48	2	0.9%
7.478	1	0.4%
7.46	1	0.4%
7.458	1	0.4%
7.45	3	1.3%

d1_arterial_po2_max
Real number (ℝ_≥0)

Distinct count	164
Unique (%)	72.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	215.8165555555556
Minimum	39.0
Maximum	540.865
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	39
5-th percentile	84.4
Q1	135.7
median	181
Q3	277
95-th percentile	449
Maximum	540.865
Range	501.865
Interquartile range (IQR)	141.3

Descriptive statistics

Standard deviation	112.7391353
Coefficient of variation (CV)	0.5223840915
Kurtosis	0.560524718
Mean	215.8165556
Median Absolute Deviation (MAD)	89.42356346
Skewness	1.077637844
Sum	48558.725
Variance	12710.11263

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 39. 74.8 214.5 345.5 540.865], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
540.865	5	2.2%
150	4	1.8%
165	3	1.3%
205	3	1.3%
176	3	1.3%
117	3	1.3%
246	3	1.3%
136	3	1.3%
80	3	1.3%
279	3	1.3%
Other values (154)	192	85.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
39	1	0.4%
67	1	0.4%
74.6	1	0.4%
75	1	0.4%
77	1	0.4%

Value	Count	Frequency (%)
540.865	5	2.2%
501	1	0.4%
498	1	0.4%
494	1	0.4%
487	1	0.4%

d1_arterial_po2_min
Real number (ℝ_≥0)

Distinct count	126
Unique (%)	56.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	99.42177777777779
Minimum	30.0
Maximum	388.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	30
5-th percentile	40.6
Q1	69
median	86
Q3	120
95-th percentile	184.48
Maximum	388
Range	358
Interquartile range (IQR)	51

Descriptive statistics

Standard deviation	50.95645915
Coefficient of variation (CV)	0.5125281431
Kurtosis	6.699764258
Mean	99.42177778
Median Absolute Deviation (MAD)	36.37029136
Skewness	2.058963627
Sum	22369.9
Variance	2596.560729

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 30. 50.95 100.5 137.5 188.8 388. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
73	7	3.1%
75	6	2.7%
79	6	2.7%
76	6	2.7%
71	5	2.2%
137	4	1.8%
60	4	1.8%
100	4	1.8%
72	3	1.3%
99	3	1.3%
Other values (116)	177	78.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
30	1	0.4%
32	1	0.4%
34.3	1	0.4%
35.7	1	0.4%
36	3	1.3%

Value	Count	Frequency (%)
388	1	0.4%
319.7	1	0.4%
304	1	0.4%
277	1	0.4%
246	1	0.4%

d1_bilirubin_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	60
Unique (%)	26.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.8856444444444445
Minimum	0.2
Maximum	25.8
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	0.2
5-th percentile	0.3
Q1	0.6
median	1
Q3	1.9
95-th percentile	5.864
Maximum	25.8
Range	25.6
Interquartile range (IQR)	1.3

Descriptive statistics

Standard deviation	2.956999212
Coefficient of variation (CV)	1.568163723
Kurtosis	36.03371264
Mean	1.885644444
Median Absolute Deviation (MAD)	1.559095704
Skewness	5.282405895
Sum	424.27
Variance	8.743844337

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0.2 0.805 1.405 3.25 7.1 25.8 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.4	22	9.8%
0.5	17	7.6%
0.7	17	7.6%
0.8	15	6.7%
1.1	13	5.8%
0.9	13	5.8%
0.3	12	5.3%
1.2	10	4.4%
0.6	9	4.0%
1.3	7	3.1%
Other values (50)	90	40.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.2	2	0.9%
0.3	12	5.3%
0.4	22	9.8%
0.5	17	7.6%
0.57	1	0.4%

Value	Count	Frequency (%)
25.8	1	0.4%
25	1	0.4%
12.4	1	0.4%
11.6	1	0.4%
11	1	0.4%

d1_bilirubin_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	45
Unique (%)	20.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.349288888888889
Minimum	0.2
Maximum	25.4
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	0.2
5-th percentile	0.3
Q1	0.5
median	0.7
Q3	1.3
95-th percentile	3.88
Maximum	25.4
Range	25.2
Interquartile range (IQR)	0.8

Descriptive statistics

Standard deviation	2.323242506
Coefficient of variation (CV)	1.721827346
Kurtosis	60.0883429
Mean	1.349288889
Median Absolute Deviation (MAD)	1.063896889
Skewness	6.840950908
Sum	303.59
Variance	5.397455742

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0.2 0.315 0.365 0.53 1.225 2.2 4.15 6.95 25.4 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.5	24	10.7%
0.4	22	9.8%
0.3	21	9.3%
0.7	18	8.0%
0.6	17	7.6%
0.8	13	5.8%
1.1	13	5.8%
0.2	10	4.4%
0.9	10	4.4%
1.2	9	4.0%
Other values (35)	68	30.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.2	10	4.4%
0.3	21	9.3%
0.33	1	0.4%
0.4	22	9.8%
0.5	24	10.7%

Value	Count	Frequency (%)
25.4	1	0.4%
16.7	1	0.4%
10.5	1	0.4%
7.2	1	0.4%
6.7	1	0.4%

d1_bun_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	67
Unique (%)	29.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	27.26311111111111
Minimum	4.0
Maximum	104.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	4
5-th percentile	9.2
Q1	15
median	21
Q3	32
95-th percentile	66.8
Maximum	104
Range	100
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	17.70448942
Coefficient of variation (CV)	0.6493935834
Kurtosis	3.11639885
Mean	27.26311111
Median Absolute Deviation (MAD)	12.98669827
Skewness	1.734079905
Sum	6134.2
Variance	313.4489456

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 4. 12.5 24.5 35.5 53.5 104. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
20	15	6.7%
15	14	6.2%
18	10	4.4%
13	9	4.0%
16	9	4.0%
21	9	4.0%
24	9	4.0%
14	8	3.6%
19	8	3.6%
22	7	3.1%
Other values (57)	127	56.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	1	0.4%
6	1	0.4%
7	3	1.3%
8	2	0.9%
9	5	2.2%

Value	Count	Frequency (%)
104	1	0.4%
91	1	0.4%
86	1	0.4%
82	1	0.4%
81	1	0.4%

d1_bun_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	56
Unique (%)	24.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	21.744444444444444
Minimum	3.0
Maximum	77.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	3
5-th percentile	7
Q1	13
median	17
Q3	27
95-th percentile	52
Maximum	77
Range	74
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	14.5391337
Coefficient of variation (CV)	0.6686367056
Kurtosis	2.909991774
Mean	21.74444444
Median Absolute Deviation (MAD)	10.84612346
Skewness	1.693527137
Sum	4892.5
Variance	211.3864087

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 3. 9.75 19.5 30.5 44.5 77. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
14	21	9.3%
13	13	5.8%
15	13	5.8%
12	12	5.3%
11	10	4.4%
16	9	4.0%
17	9	4.0%
10	9	4.0%
19	9	4.0%
23	7	3.1%
Other values (46)	113	50.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	2	0.9%
5	3	1.3%
6	6	2.7%
7	3	1.3%
8	3	1.3%

Value	Count	Frequency (%)
77	1	0.4%
76	1	0.4%
75	1	0.4%
69	1	0.4%
67	1	0.4%

d1_calcium_max
Real number (ℝ_≥0)

Distinct count	41
Unique (%)	18.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8.333333333333334
Minimum	6.2
Maximum	10.8
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	6.2
5-th percentile	7
Q1	7.7
median	8.2
Q3	8.8
95-th percentile	10.46
Maximum	10.8
Range	4.6
Interquartile range (IQR)	1.1

Descriptive statistics

Standard deviation	0.9659377383
Coefficient of variation (CV)	0.1159125286
Kurtosis	0.5222398922
Mean	8.333333333
Median Absolute Deviation (MAD)	0.725037037
Skewness	0.6768306391
Sum	1875
Variance	0.9330357143

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 6.2 7.35 8.95 10.75 10.8 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
8.3	16	7.1%
8.1	15	6.7%
8	13	5.8%
8.2	13	5.8%
8.6	12	5.3%
7.9	11	4.9%
7.5	9	4.0%
8.4	9	4.0%
8.8	8	3.6%
7.8	8	3.6%
Other values (31)	111	49.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6.2	3	1.3%
6.6	3	1.3%
6.7	1	0.4%
6.8	1	0.4%
6.9	3	1.3%

Value	Count	Frequency (%)
10.8	8	3.6%
10.7	1	0.4%
10.6	2	0.9%
10.5	1	0.4%
10.3	1	0.4%

d1_calcium_min
Real number (ℝ_≥0)

Distinct count	40
Unique (%)	17.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	7.545333333333333
Minimum	5.5
Maximum	10.3
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	5.5
5-th percentile	5.92
Q1	7.1
median	7.6
Q3	8.1
95-th percentile	8.9
Maximum	10.3
Range	4.8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.8736152308
Coefficient of variation (CV)	0.1157821917
Kurtosis	0.317972996
Mean	7.545333333
Median Absolute Deviation (MAD)	0.6757688889
Skewness	-0.2241750393
Sum	1697.7
Variance	0.7632035714

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 5.5 6.85 8.45 9.1 10.3 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
7.6	16	7.1%
8.1	15	6.7%
8.2	14	6.2%
8	13	5.8%
7.9	12	5.3%
7.5	11	4.9%
7.1	10	4.4%
7.8	9	4.0%
7.3	9	4.0%
7.2	9	4.0%
Other values (30)	107	47.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5.5	5	2.2%
5.6	2	0.9%
5.7	3	1.3%
5.8	1	0.4%
5.9	1	0.4%

Value	Count	Frequency (%)
10.3	1	0.4%
9.7	1	0.4%
9.6	1	0.4%
9.4	3	1.3%
9.2	1	0.4%

d1_diasbp_invasive_max
Real number (ℝ_≥0)

Distinct count	77
Unique (%)	34.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	81.86666666666666
Minimum	37.0
Maximum	181.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	37
5-th percentile	54.2
Q1	68
median	79
Q3	92
95-th percentile	120
Maximum	181
Range	144
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	21.5938566
Coefficient of variation (CV)	0.2637686067
Kurtosis	4.133425346
Mean	81.86666667
Median Absolute Deviation (MAD)	15.85837037
Skewness	1.439625071
Sum	18420
Variance	466.2946429

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 37. 49.5 61.5 89.5 102.5 126. 181. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
68	10	4.4%
74	9	4.0%
80	8	3.6%
63	7	3.1%
71	7	3.1%
70	7	3.1%
102	6	2.7%
81	6	2.7%
87	6	2.7%
73	6	2.7%
Other values (67)	153	68.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
37	1	0.4%
44	1	0.4%
45	1	0.4%
47	1	0.4%
49	1	0.4%

Value	Count	Frequency (%)
181	2	0.9%
170	1	0.4%
141	1	0.4%
140	1	0.4%
128	2	0.9%

d1_diasbp_invasive_min
Real number (ℝ_≥0)

Distinct count	51
Unique (%)	22.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	44.04
Minimum	5.0
Maximum	77.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	5
5-th percentile	27
Q1	38
median	45
Q3	50
95-th percentile	61
Maximum	77
Range	72
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	10.9092523
Coefficient of variation (CV)	0.2477123592
Kurtosis	1.057846552
Mean	44.04
Median Absolute Deviation (MAD)	8.199466667
Skewness	-0.2218078457
Sum	9909
Variance	119.0117857

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 5. 26.5 37.5 49.5 63.5 77. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
48	14	6.2%
45	14	6.2%
49	12	5.3%
44	11	4.9%
40	10	4.4%
38	10	4.4%
55	9	4.0%
42	9	4.0%
47	8	3.6%
41	8	3.6%
Other values (41)	120	53.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	1	0.4%
9	1	0.4%
16	1	0.4%
17	1	0.4%
19	1	0.4%

Value	Count	Frequency (%)
77	1	0.4%
75	1	0.4%
72	1	0.4%
69	1	0.4%
65	1	0.4%

d1_diasbp_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	72
Unique (%)	32.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	82.76
Minimum	46.0
Maximum	165.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	46
5-th percentile	55.2
Q1	70
median	81
Q3	94
95-th percentile	112.6
Maximum	165
Range	119
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	18.83398334
Coefficient of variation (CV)	0.2275735058
Kurtosis	1.533195581
Mean	82.76
Median Absolute Deviation (MAD)	14.44835556
Skewness	0.8037728466
Sum	18621
Variance	354.7189286

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 46. 60.5 96.5 110.5 165. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
62	9	4.0%
84	8	3.6%
80	8	3.6%
79	7	3.1%
67	7	3.1%
83	7	3.1%
85	7	3.1%
70	6	2.7%
69	6	2.7%
95	6	2.7%
Other values (62)	154	68.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
46	4	1.8%
50	1	0.4%
51	2	0.9%
52	2	0.9%
53	1	0.4%

Value	Count	Frequency (%)
165	1	0.4%
145	1	0.4%
137	1	0.4%
135	1	0.4%
128	1	0.4%

d1_diasbp_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	52
Unique (%)	23.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	45.50222222222222
Minimum	13.0
Maximum	88.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	13
5-th percentile	23.2
Q1	39
median	45
Q3	53
95-th percentile	64
Maximum	88
Range	75
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	12.5200284
Coefficient of variation (CV)	0.2751520209
Kurtosis	0.9671742611
Mean	45.50222222
Median Absolute Deviation (MAD)	9.5712
Skewness	0.07092066241
Sum	10238
Variance	156.7511111

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[13. 36.5 53.5 65. 88. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
37	13	5.8%
39	12	5.3%
42	12	5.3%
44	11	4.9%
51	11	4.9%
49	9	4.0%
40	8	3.6%
50	8	3.6%
43	8	3.6%
52	8	3.6%
Other values (42)	125	55.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
13	5	2.2%
18	1	0.4%
19	1	0.4%
20	1	0.4%
21	1	0.4%

Value	Count	Frequency (%)
88	1	0.4%
82	1	0.4%
79	1	0.4%
77	2	0.9%
75	1	0.4%

d1_diasbp_noninvasive_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	72
Unique (%)	32.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	82.96888888888888
Minimum	46.0
Maximum	165.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	46
5-th percentile	56.4
Q1	70
median	81
Q3	94
95-th percentile	114.6
Maximum	165
Range	119
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	18.86426874
Coefficient of variation (CV)	0.2273655703
Kurtosis	1.566161423
Mean	82.96888889
Median Absolute Deviation (MAD)	14.42042469
Skewness	0.8446412085
Sum	18668
Variance	355.8606349

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 46. 58.5 96.5 110.5 165. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
62	8	3.6%
80	8	3.6%
84	8	3.6%
83	7	3.1%
85	7	3.1%
70	7	3.1%
67	7	3.1%
79	7	3.1%
69	6	2.7%
95	6	2.7%
Other values (62)	154	68.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
46	4	1.8%
51	2	0.9%
52	2	0.9%
53	1	0.4%
55	2	0.9%

Value	Count	Frequency (%)
165	1	0.4%
145	1	0.4%
137	1	0.4%
135	1	0.4%
129	1	0.4%

d1_diasbp_noninvasive_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	53
Unique (%)	23.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	45.63111111111111
Minimum	13.0
Maximum	88.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	13
5-th percentile	23.2
Q1	39
median	45
Q3	53
95-th percentile	64
Maximum	88
Range	75
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	12.65164836
Coefficient of variation (CV)	0.2772592658
Kurtosis	0.9085403572
Mean	45.63111111
Median Absolute Deviation (MAD)	9.705244444
Skewness	0.08462727619
Sum	10267
Variance	160.0642063

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[13. 36.5 53.5 65. 88. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
37	13	5.8%
39	12	5.3%
42	12	5.3%
44	11	4.9%
51	11	4.9%
49	9	4.0%
53	8	3.6%
50	8	3.6%
43	8	3.6%
52	8	3.6%
Other values (43)	125	55.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
13	5	2.2%
18	1	0.4%
19	1	0.4%
20	1	0.4%
21	1	0.4%

Value	Count	Frequency (%)
88	1	0.4%
82	1	0.4%
79	1	0.4%
77	2	0.9%
75	1	0.4%

d1_glucose_max
Real number (ℝ_≥0)

Distinct count	142
Unique (%)	63.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	209.72
Minimum	82.0
Maximum	611.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	82
5-th percentile	119
Q1	154
median	188
Q3	242
95-th percentile	376.8
Maximum	611
Range	529
Interquartile range (IQR)	88

Descriptive statistics

Standard deviation	84.58193829
Coefficient of variation (CV)	0.4033088799
Kurtosis	5.29303047
Mean	209.72
Median Absolute Deviation (MAD)	60.58097778
Skewness	1.916537411
Sum	47187
Variance	7154.104286

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 82. 128.5 206. 284.5 416.5 611. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
201	5	2.2%
172	4	1.8%
158	4	1.8%
188	4	1.8%
227	4	1.8%
168	4	1.8%
238	3	1.3%
242	3	1.3%
157	3	1.3%
255	3	1.3%
Other values (132)	188	83.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
82	1	0.4%
93	1	0.4%
101	1	0.4%
105	1	0.4%
106	1	0.4%

Value	Count	Frequency (%)
611	2	0.9%
547	1	0.4%
522	1	0.4%
444	1	0.4%
425	1	0.4%

d1_hco3_max
Real number (ℝ_≥0)

Distinct count	26
Unique (%)	11.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	23.29422222222222
Minimum	12.0
Maximum	40.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	12
5-th percentile	17
Q1	21
median	23
Q3	25
95-th percentile	30
Maximum	40
Range	28
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.265927345
Coefficient of variation (CV)	0.1831324225
Kurtosis	1.67547356
Mean	23.29422222
Median Absolute Deviation (MAD)	3.17542716
Skewness	0.4555410782
Sum	5241.2
Variance	18.19813611

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[12. 16.5 21.5 22.25 22.75 26.5 31.5 40. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
24	32	14.2%
22	30	13.3%
25	22	9.8%
26	18	8.0%
23	17	7.6%
20	17	7.6%
21	14	6.2%
27	10	4.4%
17	9	4.0%
19	9	4.0%
Other values (16)	47	20.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
12	2	0.9%
13	2	0.9%
14	1	0.4%
14.9	1	0.4%
16	3	1.3%

Value	Count	Frequency (%)
40	1	0.4%
37	3	1.3%
32	3	1.3%
31	4	1.8%
30	6	2.7%

d1_hco3_min
Real number (ℝ_≥0)

Distinct count	27
Unique (%)	12.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	19.57911111111111
Minimum	7.0
Maximum	34.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	7
5-th percentile	10
Q1	17
median	20
Q3	23
95-th percentile	26
Maximum	34
Range	27
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.023752431
Coefficient of variation (CV)	0.25658736
Kurtosis	0.328606998
Mean	19.57911111
Median Absolute Deviation (MAD)	3.943063704
Skewness	-0.4691017188
Sum	4405.3
Variance	25.23808849

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 7. 13.75 17.5 25.5 28.5 34. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
23	25	11.1%
22	23	10.2%
20	19	8.4%
21	18	8.0%
18	17	7.6%
19	16	7.1%
25	15	6.7%
24	13	5.8%
14	10	4.4%
15	10	4.4%
Other values (17)	59	26.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7	6	2.7%
8	2	0.9%
9	2	0.9%
10	4	1.8%
11	6	2.7%

Value	Count	Frequency (%)
34	2	0.9%
29	2	0.9%
28	3	1.3%
27	4	1.8%
26	4	1.8%

d1_heartrate_max
Real number (ℝ_≥0)

Distinct count	86
Unique (%)	38.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	112.98666666666666
Minimum	61.0
Maximum	177.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	61
5-th percentile	79.2
Q1	95
median	113
Q3	127
95-th percentile	151.8
Maximum	177
Range	116
Interquartile range (IQR)	32

Descriptive statistics

Standard deviation	22.55182128
Coefficient of variation (CV)	0.1995971909
Kurtosis	-0.403783635
Mean	112.9866667
Median Absolute Deviation (MAD)	18.27117037
Skewness	0.2650988207
Sum	25422
Variance	508.5846429

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 61. 83.5 122.5 155.5 177. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
90	8	3.6%
118	6	2.7%
125	5	2.2%
112	5	2.2%
133	5	2.2%
141	5	2.2%
116	5	2.2%
104	5	2.2%
106	5	2.2%
120	5	2.2%
Other values (76)	171	76.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
61	1	0.4%
65	1	0.4%
70	1	0.4%
71	1	0.4%
72	1	0.4%

Value	Count	Frequency (%)
177	1	0.4%
168	1	0.4%
164	1	0.4%
162	2	0.9%
161	1	0.4%

d1_heartrate_min
Real number (ℝ_≥0)

Distinct count	69
Unique (%)	30.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	71.23555555555555
Minimum	0.0
Maximum	127.0
Zeros	2
Zeros (%)	0.9%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	46.2
Q1	60
median	71
Q3	82
95-th percentile	102.8
Maximum	127
Range	127
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	18.77647126
Coefficient of variation (CV)	0.2635828571
Kurtosis	1.917355137
Mean	71.23555556
Median Absolute Deviation (MAD)	14.03634568
Skewness	-0.2609605146
Sum	16028
Variance	352.555873

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 43.5 52.5 89.5 112.5 127. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
70	10	4.4%
73	10	4.4%
60	9	4.0%
77	9	4.0%
62	8	3.6%
72	7	3.1%
56	7	3.1%
66	7	3.1%
78	7	3.1%
87	6	2.7%
Other values (59)	145	64.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2	0.9%
11	1	0.4%
12	1	0.4%
30	1	0.4%
39	1	0.4%

Value	Count	Frequency (%)
127	1	0.4%
121	1	0.4%
114	1	0.4%
111	2	0.9%
109	1	0.4%

d1_hemaglobin_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	75
Unique (%)	33.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	11.220888888888888
Minimum	6.8
Maximum	17.2
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	6.8
5-th percentile	8.5
Q1	9.8
median	11
Q3	12.4
95-th percentile	14.28
Maximum	17.2
Range	10.4
Interquartile range (IQR)	2.6

Descriptive statistics

Standard deviation	1.861177409
Coefficient of variation (CV)	0.1658671989
Kurtosis	0.1836285598
Mean	11.22088889
Median Absolute Deviation (MAD)	1.484689383
Skewness	0.4685287789
Sum	2524.7
Variance	3.463981349

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 6.8 8.45 12.15 14.4 17.2 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
10.8	10	4.4%
9.5	8	3.6%
11.4	8	3.6%
10.9	8	3.6%
9.9	6	2.7%
12	6	2.7%
9.7	6	2.7%
9.4	6	2.7%
11.6	6	2.7%
13.1	6	2.7%
Other values (65)	155	68.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6.8	1	0.4%
7.1	1	0.4%
7.8	1	0.4%
7.9	1	0.4%
8	1	0.4%

Value	Count	Frequency (%)
17.2	2	0.9%
15.9	1	0.4%
15.7	1	0.4%
15.6	1	0.4%
15.5	1	0.4%

d1_hemaglobin_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	76
Unique (%)	33.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	9.331999999999999
Minimum	5.3
Maximum	15.1
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	5.3
5-th percentile	6.24
Q1	7.8
median	9.1
Q3	10.8
95-th percentile	12.78
Maximum	15.1
Range	9.8
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.008363762
Coefficient of variation (CV)	0.2152125763
Kurtosis	-0.2735517627
Mean	9.332
Median Absolute Deviation (MAD)	1.621973333
Skewness	0.2774915685
Sum	2099.7
Variance	4.033525

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 5.3 5.35 6.85 9.85 12.05 15.1 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
9.7	11	4.9%
9.1	10	4.4%
7.9	8	3.6%
8.9	7	3.1%
11.5	7	3.1%
7.6	6	2.7%
9.8	6	2.7%
8.7	6	2.7%
7.2	6	2.7%
7	5	2.2%
Other values (66)	153	68.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5.3	5	2.2%
5.4	1	0.4%
5.5	1	0.4%
5.8	1	0.4%
6	2	0.9%

Value	Count	Frequency (%)
15.1	1	0.4%
14.9	1	0.4%
13.9	2	0.9%
13.7	1	0.4%
13.6	1	0.4%

d1_hematocrit_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	129
Unique (%)	57.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	33.65244444444445
Minimum	20.4
Maximum	51.5
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	20.4
5-th percentile	25.34
Q1	29.7
median	33.2
Q3	36.8
95-th percentile	43.26
Maximum	51.5
Range	31.1
Interquartile range (IQR)	7.1

Descriptive statistics

Standard deviation	5.594632774
Coefficient of variation (CV)	0.166247441
Kurtosis	0.428211306
Mean	33.65244444
Median Absolute Deviation (MAD)	4.399051852
Skewness	0.5538246035
Sum	7571.8
Variance	31.29991587

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[20.4 26.55 36.95 42.25 51.5 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
32	10	4.4%
34	6	2.7%
29	5	2.2%
33.3	4	1.8%
29.7	4	1.8%
35.8	4	1.8%
28	3	1.3%
30	3	1.3%
33.2	3	1.3%
30.3	3	1.3%
Other values (119)	180	80.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
20.4	1	0.4%
23	1	0.4%
23.4	1	0.4%
23.5	1	0.4%
23.7	1	0.4%

Value	Count	Frequency (%)
51.5	3	1.3%
46.9	1	0.4%
46	3	1.3%
45.6	1	0.4%
44.9	1	0.4%

d1_hematocrit_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	132
Unique (%)	58.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	27.796444444444447
Minimum	16.1
Maximum	43.2
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	16.1
5-th percentile	18.08
Q1	23
median	27.7
Q3	32.3
95-th percentile	37.9
Maximum	43.2
Range	27.1
Interquartile range (IQR)	9.3

Descriptive statistics

Standard deviation	6.116764564
Coefficient of variation (CV)	0.2200556469
Kurtosis	-0.5775226069
Mean	27.79644444
Median Absolute Deviation (MAD)	5.036428642
Skewness	0.1965625226
Sum	6254.2
Variance	37.41480873

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[16.1 21.95 22.05 36.15 43.2 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
22	7	3.1%
16.1	6	2.7%
27	5	2.2%
22.6	4	1.8%
27.8	4	1.8%
21	4	1.8%
25	4	1.8%
28	4	1.8%
23	4	1.8%
24	4	1.8%
Other values (122)	179	79.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
16.1	6	2.7%
16.7	1	0.4%
17.3	1	0.4%
17.6	2	0.9%
18	2	0.9%

Value	Count	Frequency (%)
43.2	1	0.4%
42.8	1	0.4%
42.4	1	0.4%
41	1	0.4%
40.2	2	0.9%

d1_inr_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	56
Unique (%)	24.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.77968
Minimum	0.9
Maximum	7.756
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	0.9
5-th percentile	1.036
Q1	1.27
median	1.41
Q3	1.8
95-th percentile	3.696
Maximum	7.756
Range	6.856
Interquartile range (IQR)	0.53

Descriptive statistics

Standard deviation	1.138280158
Coefficient of variation (CV)	0.6395982189
Kurtosis	13.61344356
Mean	1.77968
Median Absolute Deviation (MAD)	0.6569443556
Skewness	3.485765972
Sum	400.428
Variance	1.295681719

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.9 1.08 1.145 1.195 1.235 ... 1.585 1.605 2.45 3.9 7.756], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1.4	26	11.6%
1.1	25	11.1%
1.3	20	8.9%
1.6	20	8.9%
1.5	17	7.6%
1.2	17	7.6%
1.8	10	4.4%
1	7	3.1%
1.7	7	3.1%
2	5	2.2%
Other values (46)	71	31.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.9	3	1.3%
1	7	3.1%
1.01	1	0.4%
1.03	1	0.4%
1.06	1	0.4%

Value	Count	Frequency (%)
7.756	3	1.3%
7.2	1	0.4%
6.7	1	0.4%
6.3	1	0.4%
5.4	1	0.4%

d1_inr_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	52
Unique (%)	23.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.440977777777778
Minimum	0.9
Maximum	5.4
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	0.9
5-th percentile	1
Q1	1.1
median	1.3
Q3	1.5
95-th percentile	2.48
Maximum	5.4
Range	4.5
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.5570200724
Coefficient of variation (CV)	0.3865570178
Kurtosis	15.79777793
Mean	1.440977778
Median Absolute Deviation (MAD)	0.3320399012
Skewness	3.4198198
Sum	324.22
Variance	0.3102713611

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.9 0.91 0.985 1.005 1.09 ... 1.49 1.505 2.005 3.55 5.4 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1.1	38	16.9%
1.3	32	14.2%
1.4	24	10.7%
1.2	23	10.2%
1.5	17	7.6%
1	12	5.3%
1.6	9	4.0%
1.8	7	3.1%
2	5	2.2%
0.9	5	2.2%
Other values (42)	53	23.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.9	5	2.2%
0.92	1	0.4%
0.97	1	0.4%
1	12	5.3%
1.01	1	0.4%

Value	Count	Frequency (%)
5.4	1	0.4%
4.1	1	0.4%
3.6	1	0.4%
3.5	2	0.9%
3.3	1	0.4%

d1_mbp_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	75
Unique (%)	33.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	98.81777777777778
Minimum	60.0
Maximum	184.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	60
5-th percentile	69.2
Q1	86
median	97
Q3	109
95-th percentile	135.8
Maximum	184
Range	124
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	20.58079992
Coefficient of variation (CV)	0.208270216
Kurtosis	2.159723359
Mean	98.81777778
Median Absolute Deviation (MAD)	15.19632593
Skewness	0.9587899339
Sum	22234
Variance	423.5693254

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 60. 82.5 114.5 151. 184. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
111	10	4.4%
96	9	4.0%
99	9	4.0%
104	7	3.1%
93	7	3.1%
106	7	3.1%
98	7	3.1%
92	7	3.1%
91	6	2.7%
97	6	2.7%
Other values (65)	150	66.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
60	4	1.8%
61	1	0.4%
63	2	0.9%
64	1	0.4%
65	1	0.4%

Value	Count	Frequency (%)
184	1	0.4%
182	1	0.4%
162	1	0.4%
154	1	0.4%
148	3	1.3%

d1_mbp_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	58
Unique (%)	25.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	58.90222222222222
Minimum	22.0
Maximum	111.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	22
5-th percentile	31
Q1	51
median	59
Q3	67
95-th percentile	85
Maximum	111
Range	89
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	15.62047776
Coefficient of variation (CV)	0.2651933521
Kurtosis	1.200614648
Mean	58.90222222
Median Absolute Deviation (MAD)	11.69019259
Skewness	0.2568688985
Sum	13253
Variance	243.9993254

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 22. 45.5 67.5 79.5 111. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
48	11	4.9%
54	11	4.9%
63	11	4.9%
59	9	4.0%
53	9	4.0%
51	9	4.0%
55	9	4.0%
65	8	3.6%
61	7	3.1%
67	7	3.1%
Other values (48)	134	59.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
22	6	2.7%
27	2	0.9%
28	1	0.4%
29	1	0.4%
31	3	1.3%

Value	Count	Frequency (%)
111	1	0.4%
110	1	0.4%
105	1	0.4%
104	1	0.4%
103	1	0.4%

d1_mbp_noninvasive_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	74
Unique (%)	32.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	98.93333333333334
Minimum	60.0
Maximum	181.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	60
5-th percentile	69.2
Q1	86
median	97
Q3	109
95-th percentile	135.8
Maximum	181
Range	121
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	20.59993065
Coefficient of variation (CV)	0.2082203233
Kurtosis	2.066666747
Mean	98.93333333
Median Absolute Deviation (MAD)	15.17155556
Skewness	0.9588389282
Sum	22260
Variance	424.3571429

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 60. 82.5 114.5 136.5 181. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
111	10	4.4%
96	9	4.0%
99	9	4.0%
93	8	3.6%
98	7	3.1%
106	7	3.1%
92	7	3.1%
104	7	3.1%
91	6	2.7%
97	6	2.7%
Other values (64)	149	66.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
60	4	1.8%
61	1	0.4%
63	2	0.9%
64	1	0.4%
65	1	0.4%

Value	Count	Frequency (%)
181	2	0.9%
162	1	0.4%
158	1	0.4%
154	1	0.4%
148	2	0.9%

d1_mbp_noninvasive_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	59
Unique (%)	26.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	59.09777777777778
Minimum	22.0
Maximum	111.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	22
5-th percentile	31
Q1	51
median	59
Q3	68
95-th percentile	85
Maximum	111
Range	89
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	15.94211752
Coefficient of variation (CV)	0.2697583246
Kurtosis	1.256313968
Mean	59.09777778
Median Absolute Deviation (MAD)	11.89096296
Skewness	0.3316947313
Sum	13297
Variance	254.1511111

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 22. 45.5 67.5 78.5 111. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
54	11	4.9%
48	11	4.9%
63	10	4.4%
59	9	4.0%
51	9	4.0%
55	9	4.0%
53	9	4.0%
74	7	3.1%
61	7	3.1%
67	7	3.1%
Other values (49)	136	60.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
22	6	2.7%
27	2	0.9%
28	1	0.4%
29	1	0.4%
31	3	1.3%

Value	Count	Frequency (%)
111	1	0.4%
110	1	0.4%
108	1	0.4%
105	1	0.4%
104	1	0.4%

d1_pao2fio2ratio_max
Real number (ℝ_≥0)

Distinct count	194
Unique (%)	86.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	308.97053658640004
Minimum	54.8
Maximum	834.805
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	54.8
5-th percentile	125.25
Q1	207.5
median	295
Q3	372
95-th percentile	572.6
Maximum	834.805
Range	780.005
Interquartile range (IQR)	164.5

Descriptive statistics

Standard deviation	142.1179577
Coefficient of variation (CV)	0.4599725245
Kurtosis	2.593598033
Mean	308.9705366
Median Absolute Deviation (MAD)	105.9695019
Skewness	1.21082305
Sum	69518.37073
Variance	20197.5139

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 54.8 120.55555555 454.66666665 602.5 834.805 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
834.805	5	2.2%
200	4	1.8%
140	3	1.3%
230	3	1.3%
290	3	1.3%
330	3	1.3%
404	2	0.9%
408	2	0.9%
397.5	2	0.9%
302	2	0.9%
Other values (184)	196	87.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
54.8	1	0.4%
79	1	0.4%
89	1	0.4%
97.14285714	1	0.4%
97.5	1	0.4%

Value	Count	Frequency (%)
834.805	5	2.2%
630	1	0.4%
610	1	0.4%
595	1	0.4%
583	1	0.4%

d1_pao2fio2ratio_min
Real number (ℝ_≥0)

Distinct count	174
Unique (%)	77.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	197.35082614822224
Minimum	36.0
Maximum	555.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	36
5-th percentile	49.4
Q1	92.72727273
median	185
Q3	280
95-th percentile	403.5
Maximum	555
Range	519
Interquartile range (IQR)	187.2727273

Descriptive statistics

Standard deviation	113.1502153
Coefficient of variation (CV)	0.5733455364
Kurtosis	-0.4960374028
Mean	197.3508261
Median Absolute Deviation (MAD)	94.63634217
Skewness	0.4868657623
Sum	44403.93588
Variance	12802.97122

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 36. 75.77777778 325.33333335 441.25 555. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
36	4	1.8%
280	3	1.3%
230	3	1.3%
95	3	1.3%
300	3	1.3%
40	3	1.3%
182.5	3	1.3%
177.5	3	1.3%
71	3	1.3%
304	3	1.3%
Other values (164)	194	86.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
36	4	1.8%
37.4	1	0.4%
38.94736842	1	0.4%
40	3	1.3%
43	2	0.9%

Value	Count	Frequency (%)
555	1	0.4%
492	1	0.4%
457.5	1	0.4%
450	1	0.4%
432.5	1	0.4%

d1_platelets_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	157
Unique (%)	69.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	188.7288888888889
Minimum	34.0
Maximum	567.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	34
5-th percentile	73.6
Q1	128
median	171
Q3	222
95-th percentile	374
Maximum	567
Range	533
Interquartile range (IQR)	94

Descriptive statistics

Standard deviation	92.01228718
Coefficient of variation (CV)	0.4875368457
Kurtosis	1.904670056
Mean	188.7288889
Median Absolute Deviation (MAD)	68.55632593
Skewness	1.207595689
Sum	42464
Variance	8466.260992

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 34. 80.5 224.5 381. 567. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
146	6	2.7%
165	4	1.8%
157	3	1.3%
218	3	1.3%
115	3	1.3%
155	3	1.3%
188	3	1.3%
185	3	1.3%
128	3	1.3%
176	3	1.3%
Other values (147)	191	84.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
34	1	0.4%
38	1	0.4%
39	1	0.4%
40	1	0.4%
45	2	0.9%

Value	Count	Frequency (%)
567	1	0.4%
501	1	0.4%
495	1	0.4%
475	1	0.4%
432	1	0.4%

d1_platelets_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	151
Unique (%)	67.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	145.05333333333334
Minimum	18.55
Maximum	557.45
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	18.55
5-th percentile	35.2
Q1	89
median	129
Q3	188
95-th percentile	289
Maximum	557.45
Range	538.9
Interquartile range (IQR)	99

Descriptive statistics

Standard deviation	83.99404648
Coefficient of variation (CV)	0.5790562998
Kurtosis	3.626570097
Mean	145.0533333
Median Absolute Deviation (MAD)	62.67291852
Skewness	1.41867134
Sum	32637
Variance	7054.999844

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 18.55 207.5 302. 557.45], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
118	6	2.7%
60	4	1.8%
93	4	1.8%
128	4	1.8%
89	3	1.3%
132	3	1.3%
127	3	1.3%
113	3	1.3%
165	3	1.3%
104	3	1.3%
Other values (141)	189	84.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
18.55	1	0.4%
23	1	0.4%
25	2	0.9%
26	1	0.4%
32	2	0.9%

Value	Count	Frequency (%)
557.45	1	0.4%
495	1	0.4%
448	1	0.4%
388	1	0.4%
379	1	0.4%

d1_resprate_max
Real number (ℝ_≥0)

Distinct count	40
Unique (%)	17.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	30.182222222222222
Minimum	14.0
Maximum	92.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	14
5-th percentile	18
Q1	23
median	28
Q3	33
95-th percentile	53.2
Maximum	92
Range	78
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	12.45411738
Coefficient of variation (CV)	0.4126308953
Kurtosis	9.275856993
Mean	30.18222222
Median Absolute Deviation (MAD)	7.834074074
Skewness	2.684706545
Sum	6791
Variance	155.1050397

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[14. 21.5 32.5 38.5 49.5 92. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
30	16	7.1%
23	16	7.1%
25	15	6.7%
22	15	6.7%
28	15	6.7%
26	12	5.3%
20	11	4.9%
24	11	4.9%
27	10	4.4%
35	9	4.0%
Other values (30)	95	42.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
14	4	1.8%
16	1	0.4%
17	3	1.3%
18	7	3.1%
20	11	4.9%

Value	Count	Frequency (%)
92	3	1.3%
83	1	0.4%
72	1	0.4%
69	1	0.4%
64	3	1.3%

d1_resprate_min
Real number (ℝ_≥0)

ZEROS

Distinct count	22
Unique (%)	9.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	10.315555555555555
Minimum	0.0
Maximum	24.0
Zeros	31
Zeros (%)	13.8%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8
median	12
Q3	14
95-th percentile	18.8
Maximum	24
Range	24
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.496994128
Coefficient of variation (CV)	0.5328839633
Kurtosis	-0.2166927853
Mean	10.31555556
Median Absolute Deviation (MAD)	4.275358025
Skewness	-0.4595287159
Sum	2321
Variance	30.21694444

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 3. 7.5 11.5 12.5 16.5 24. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
12	36	16.0%
0	31	13.8%
14	21	9.3%
11	17	7.6%
10	16	7.1%
13	15	6.7%
9	14	6.2%
8	12	5.3%
16	10	4.4%
15	9	4.0%
Other values (12)	44	19.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	31	13.8%
1	1	0.4%
2	1	0.4%
4	4	1.8%
5	4	1.8%

Value	Count	Frequency (%)
24	1	0.4%
22	2	0.9%
20	5	2.2%
19	4	1.8%
18	5	2.2%

d1_sodium_max
Real number (ℝ_≥0)

Distinct count	30
Unique (%)	13.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	142.43555555555557
Minimum	123.0
Maximum	158.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	123
5-th percentile	134.2
Q1	139
median	142
Q3	145
95-th percentile	153
Maximum	158
Range	35
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.566688052
Coefficient of variation (CV)	0.03908215214
Kurtosis	1.213182894
Mean	142.4355556
Median Absolute Deviation (MAD)	4.133412346
Skewness	0.3836214144
Sum	32048
Variance	30.98801587

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[123. 133.5 137.5 145.5 150.5 158. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
142	23	10.2%
140	21	9.3%
143	20	8.9%
139	19	8.4%
145	17	7.6%
141	16	7.1%
144	16	7.1%
138	12	5.3%
137	9	4.0%
150	8	3.6%
Other values (20)	64	28.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
123	1	0.4%
126	1	0.4%
131	2	0.9%
132	2	0.9%
133	1	0.4%

Value	Count	Frequency (%)
158	4	1.8%
157	2	0.9%
156	1	0.4%
155	2	0.9%
154	2	0.9%

d1_sodium_min
Real number (ℝ_≥0)

Distinct count	28
Unique (%)	12.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	138.60533333333333
Minimum	117.0
Maximum	153.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	117
5-th percentile	131
Q1	136
median	139
Q3	141
95-th percentile	146
Maximum	153
Range	36
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.780164373
Coefficient of variation (CV)	0.03448759335
Kurtosis	2.159192628
Mean	138.6053333
Median Absolute Deviation (MAD)	3.569754074
Skewness	-0.3359053217
Sum	31186.2
Variance	22.84997143

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[117. 129.5 133.5 144.5 153. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
138	28	12.4%
140	24	10.7%
137	20	8.9%
139	19	8.4%
135	16	7.1%
141	14	6.2%
144	13	5.8%
142	13	5.8%
143	12	5.3%
136	11	4.9%
Other values (18)	55	24.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
117	1	0.4%
122	1	0.4%
127	1	0.4%
128	1	0.4%
129	1	0.4%

Value	Count	Frequency (%)
153	1	0.4%
152	1	0.4%
151	2	0.9%
148	3	1.3%
147	2	0.9%

d1_spo2_max
Real number (ℝ_≥0)

Distinct count	5
Unique (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	99.8488888888889
Minimum	95.0
Maximum	100.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	95
5-th percentile	99
Q1	100
median	100
Q3	100
95-th percentile	100
Maximum	100
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.657586979
Coefficient of variation (CV)	0.006585821698
Kurtosis	35.5638385
Mean	99.84888889
Median Absolute Deviation (MAD)	0.2780444444
Skewness	-5.723389593
Sum	22466
Variance	0.4324206349

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 95. 98.5 99.5 100. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
100	207	92.0%
99	12	5.3%
96	2	0.9%
95	2	0.9%
98	2	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
95	2	0.9%
96	2	0.9%
98	2	0.9%
99	12	5.3%
100	207	92.0%

Value	Count	Frequency (%)
100	207	92.0%
99	12	5.3%
98	2	0.9%
96	2	0.9%
95	2	0.9%

d1_spo2_min
Real number (ℝ_≥0)

Distinct count	43
Unique (%)	19.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	87.70666666666666
Minimum	0.0
Maximum	100.0
Zeros	1
Zeros (%)	0.4%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	66.2
Q1	87
median	92
Q3	95
95-th percentile	98.8
Maximum	100
Range	100
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	14.19894362
Coefficient of variation (CV)	0.1618912696
Kurtosis	11.95529463
Mean	87.70666667
Median Absolute Deviation (MAD)	8.773214815
Skewness	-3.155460517
Sum	19734
Variance	201.61

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 65. 76.5 89.5 96.5 100. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
92	23	10.2%
93	20	8.9%
95	18	8.0%
91	18	8.0%
96	15	6.7%
94	13	5.8%
90	13	5.8%
97	11	4.9%
98	10	4.4%
88	8	3.6%
Other values (33)	76	33.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.4%
21	1	0.4%
28	1	0.4%
33	1	0.4%
37	2	0.9%

Value	Count	Frequency (%)
100	5	2.2%
99	7	3.1%
98	10	4.4%
97	11	4.9%
96	15	6.7%

d1_sysbp_invasive_max
Real number (ℝ_≥0)

Distinct count	95
Unique (%)	42.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	157.4088888888889
Minimum	71.0
Maximum	295.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	71
5-th percentile	115.2
Q1	132
median	152
Q3	172
95-th percentile	208
Maximum	295
Range	224
Interquartile range (IQR)	40

Descriptive statistics

Standard deviation	35.65349
Coefficient of variation (CV)	0.2265023929
Kurtosis	3.499020372
Mean	157.4088889
Median Absolute Deviation (MAD)	25.9993679
Skewness	1.435020886
Sum	35417
Variance	1271.171349

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 71. 111.5 172.5 208.5 295. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
132	7	3.1%
150	6	2.7%
172	6	2.7%
138	5	2.2%
143	5	2.2%
154	5	2.2%
123	5	2.2%
136	4	1.8%
125	4	1.8%
128	4	1.8%
Other values (85)	174	77.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
71	1	0.4%
94	1	0.4%
99	1	0.4%
100	1	0.4%
106	1	0.4%

Value	Count	Frequency (%)
295	3	1.3%
284	1	0.4%
282	1	0.4%
273	1	0.4%
270	1	0.4%

d1_sysbp_invasive_min
Real number (ℝ_≥0)

Distinct count	75
Unique (%)	33.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	84.71555555555555
Minimum	10.0
Maximum	140.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	10
5-th percentile	53
Q1	73
median	86
Q3	94
95-th percentile	120.6
Maximum	140
Range	130
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	20.15229909
Coefficient of variation (CV)	0.237881921
Kurtosis	1.427071674
Mean	84.71555556
Median Absolute Deviation (MAD)	14.97896296
Skewness	-0.04049151699
Sum	19061
Variance	406.1151587

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 10. 41. 60.5 88.5 96.5 108.5 140. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
91	11	4.9%
94	10	4.4%
96	9	4.0%
90	8	3.6%
78	8	3.6%
86	7	3.1%
92	6	2.7%
85	6	2.7%
68	6	2.7%
89	6	2.7%
Other values (65)	148	65.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10	1	0.4%
15	1	0.4%
40	1	0.4%
42	1	0.4%
43	2	0.9%

Value	Count	Frequency (%)
140	1	0.4%
139	1	0.4%
137	1	0.4%
136	1	0.4%
134	1	0.4%

d1_sysbp_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	86
Unique (%)	38.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	141.08444444444444
Minimum	90.0
Maximum	208.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	90
5-th percentile	104
Q1	123
median	139
Q3	158
95-th percentile	188.8
Maximum	208
Range	118
Interquartile range (IQR)	35

Descriptive statistics

Standard deviation	25.01244294
Coefficient of variation (CV)	0.1772870357
Kurtosis	-0.2383984615
Mean	141.0844444
Median Absolute Deviation (MAD)	20.0722963
Skewness	0.3509758056
Sum	31744
Variance	625.6223016

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 90. 110.5 169.5 208. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
122	8	3.6%
145	7	3.1%
138	6	2.7%
124	6	2.7%
112	6	2.7%
123	6	2.7%
144	6	2.7%
142	5	2.2%
137	5	2.2%
121	5	2.2%
Other values (76)	165	73.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
90	4	1.8%
92	1	0.4%
94	1	0.4%
101	2	0.9%
102	2	0.9%

Value	Count	Frequency (%)
208	1	0.4%
203	1	0.4%
200	1	0.4%
199	1	0.4%
197	1	0.4%

d1_sysbp_noninvasive_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	88
Unique (%)	39.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	141.22222222222223
Minimum	90.0
Maximum	215.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	90
5-th percentile	104
Q1	122
median	140
Q3	158
95-th percentile	188.8
Maximum	215
Range	125
Interquartile range (IQR)	36

Descriptive statistics

Standard deviation	25.30465168
Coefficient of variation (CV)	0.1791832141
Kurtosis	-0.1613872174
Mean	141.2222222
Median Absolute Deviation (MAD)	20.31506173
Skewness	0.3775876016
Sum	31775
Variance	640.3253968

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 90. 110.5 169.5 215. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
122	8	3.6%
145	7	3.1%
123	6	2.7%
144	6	2.7%
124	6	2.7%
121	5	2.2%
138	5	2.2%
112	5	2.2%
142	5	2.2%
137	5	2.2%
Other values (78)	167	74.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
90	4	1.8%
92	1	0.4%
94	1	0.4%
101	2	0.9%
102	2	0.9%

Value	Count	Frequency (%)
215	1	0.4%
208	1	0.4%
203	1	0.4%
199	1	0.4%
197	1	0.4%

d1_temp_max
Real number (ℝ_≥0)

Distinct count	42
Unique (%)	18.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	37.679238301244446
Minimum	35.1
Maximum	39.9
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	35.1
5-th percentile	36.6
Q1	37.2
median	37.7
Q3	38.2
95-th percentile	39.06
Maximum	39.9
Range	4.8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.8048226735
Coefficient of variation (CV)	0.02135984457
Kurtosis	1.346831007
Mean	37.6792383
Median Absolute Deviation (MAD)	0.6098826405
Skewness	-0.11028308
Sum	8477.828618
Variance	0.6477395358

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[35.1 36.55 36.9737 38.3165 38.85 39.9 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
37.8	16	7.1%
37.4	13	5.8%
37.7	12	5.3%
37.3	12	5.3%
37.5	11	4.9%
38	10	4.4%
38.1	10	4.4%
37.2	10	4.4%
37.1	10	4.4%
38.2	10	4.4%
Other values (32)	111	49.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
35.1	4	1.8%
35.9	2	0.9%
36.2	2	0.9%
36.4	1	0.4%
36.5	1	0.4%

Value	Count	Frequency (%)
39.9	3	1.3%
39.6	1	0.4%
39.5	2	0.9%
39.4476	1	0.4%
39.4	1	0.4%

d1_temp_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	57
Unique (%)	25.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	35.575902577777775
Minimum	31.889
Maximum	37.8
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	31.889
5-th percentile	32.22
Q1	35.2
median	35.9
Q3	36.5
95-th percentile	37.148
Maximum	37.8
Range	5.911
Interquartile range (IQR)	1.3

Descriptive statistics

Standard deviation	1.427518295
Coefficient of variation (CV)	0.04012598955
Kurtosis	0.6770141992
Mean	35.57590258
Median Absolute Deviation (MAD)	1.083272715
Skewness	-1.224650411
Sum	8004.57808
Variance	2.037808482

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[31.889 31.9445 34.65 35.79032 35.95 37.05 37.8 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
35.9	19	8.4%
35.8	13	5.8%
36.5	12	5.3%
36.4	11	4.9%
36.3	11	4.9%
36	10	4.4%
36.8	10	4.4%
36.6	8	3.6%
36.2	7	3.1%
31.889	7	3.1%
Other values (47)	117	52.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
31.889	7	3.1%
32	2	0.9%
32.1	1	0.4%
32.2	2	0.9%
32.3	1	0.4%

Value	Count	Frequency (%)
37.8	2	0.9%
37.5	2	0.9%
37.44744	1	0.4%
37.4	2	0.9%
37.3	1	0.4%

d1_wbc_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	173
Unique (%)	76.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	16.811244444444448
Minimum	1.2
Maximum	46.08
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	1.2
5-th percentile	6.1
Q1	11
median	15.2
Q3	21.2
95-th percentile	31.26
Maximum	46.08
Range	44.88
Interquartile range (IQR)	10.2

Descriptive statistics

Standard deviation	8.116109491
Coefficient of variation (CV)	0.4827786258
Kurtosis	1.161879755
Mean	16.81124444
Median Absolute Deviation (MAD)	6.42230479
Skewness	0.9177593326
Sum	3782.53
Variance	65.87123327

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 1.2 7.75 21.25 32.8 46.08], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
12.7	4	1.8%
10	3	1.3%
11.1	3	1.3%
14.6	3	1.3%
11.7	3	1.3%
8.7	3	1.3%
9.1	3	1.3%
16.8	3	1.3%
16.1	3	1.3%
17	3	1.3%
Other values (163)	194	86.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.2	1	0.4%
2	1	0.4%
2.5	1	0.4%
3.93	1	0.4%
4.5	1	0.4%

Value	Count	Frequency (%)
46.08	2	0.9%
44.9	1	0.4%
38.8	1	0.4%
38.5	1	0.4%
36.1	1	0.4%

d1_wbc_min
Real number (ℝ_≥0)

Distinct count	163
Unique (%)	72.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	11.545422222222223
Minimum	0.9
Maximum	40.8
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	0.9
5-th percentile	3.04
Q1	6.8
median	10.5
Q3	15.2
95-th percentile	22.9
Maximum	40.8
Range	39.9
Interquartile range (IQR)	8.4

Descriptive statistics

Standard deviation	6.541386848
Coefficient of variation (CV)	0.5665783998
Kurtosis	1.80004907
Mean	11.54542222
Median Absolute Deviation (MAD)	5.116487901
Skewness	1.041802003
Sum	2597.72
Variance	42.7897419

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0.9 5.05 11.17 18.875 26.65 40.8 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
5.7	5	2.2%
6.7	5	2.2%
5.2	4	1.8%
8.3	4	1.8%
9.7	3	1.3%
0.9	3	1.3%
12.1	3	1.3%
7.9	3	1.3%
6.5	3	1.3%
9.1	3	1.3%
Other values (153)	189	84.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.9	3	1.3%
1.28	1	0.4%
1.4	1	0.4%
1.46	1	0.4%
1.6	1	0.4%

Value	Count	Frequency (%)
40.8	1	0.4%
33.4	1	0.4%
33.2	1	0.4%
30.1	1	0.4%
27.2	1	0.4%

df_index
Real number (ℝ_≥0)

UNIQUE
HIGH CORRELATION

Distinct count	225
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	62338.822222222225
Minimum	669
Maximum	130105
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	669
5-th percentile	6034
Q1	25906
median	58486
Q3	95061
95-th percentile	125255.2
Maximum	130105
Range	129436
Interquartile range (IQR)	69155

Descriptive statistics

Standard deviation	40127.68219
Coefficient of variation (CV)	0.6437029248
Kurtosis	-1.252458889
Mean	62338.82222
Median Absolute Deviation (MAD)	34853.20533
Skewness	0.1857426199
Sum	14026235
Variance	1610230878

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 669. 56352.5 60820.5 77682.5 80546.5 123318. 126858. 130105. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
111102	1	0.4%
27392	1	0.4%
96971	1	0.4%
33994	1	0.4%
56521	1	0.4%
94400	1	0.4%
114878	1	0.4%
9917	1	0.4%
8374	1	0.4%
29359	1	0.4%
Other values (215)	215	95.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
669	1	0.4%
970	1	0.4%
2015	1	0.4%
2806	1	0.4%
3659	1	0.4%

Value	Count	Frequency (%)
130105	1	0.4%
128769	1	0.4%
126859	1	0.4%
126857	1	0.4%
126847	1	0.4%

diabetes_mellitus
Boolean

Distinct count	2
Unique (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

0	172
1	53

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	172	76.4%
1	53	23.6%

encounter_id
Real number (ℝ_≥0)

UNIQUE

Distinct count	225
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	214661.1288888889
Minimum	147136
Maximum	278971
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	147136
5-th percentile	154634.6
Q1	177341
median	218156
Q3	249131
95-th percentile	273848.8
Maximum	278971
Range	131835
Interquartile range (IQR)	71790

Descriptive statistics

Standard deviation	39934.38283
Coefficient of variation (CV)	0.1860345328
Kurtosis	-1.303143054
Mean	214661.1289
Median Absolute Deviation (MAD)	34928.98366
Skewness	-0.06671722931
Sum	48298754
Variance	1594754932

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[147136. 278971.], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
236541	1	0.4%
233727	1	0.4%
273087	1	0.4%
222398	1	0.4%
177341	1	0.4%
167612	1	0.4%
228860	1	0.4%
252586	1	0.4%
219828	1	0.4%
161971	1	0.4%
Other values (215)	215	95.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
147136	1	0.4%
147226	1	0.4%
147430	1	0.4%
147670	1	0.4%
148438	1	0.4%

Value	Count	Frequency (%)
278971	1	0.4%
278906	1	0.4%
278577	1	0.4%
278295	1	0.4%
277774	1	0.4%

ethnicity
Categorical

Distinct count	6
Unique (%)	2.7%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

Caucasian	190
African American	16
Other/Unknown	9
Hispanic	5
Asian	3

Toggle details

Value	Count	Frequency (%)
Caucasian	190	84.4%
African American	16	7.1%
Other/Unknown	9	4.0%
Hispanic	5	2.2%
Asian	3	1.3%
Native American	2	0.9%

Composition

Contains chars	True
Contains digits	False
Contains whitespace	True
Contains non-words	True

Length

Max length	16
Mean length	9.635555556
Min length	5

gcs_motor_apache
Real number (ℝ_≥0)

Distinct count	6
Unique (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.271111111111111
Minimum	1.0
Maximum	6.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	6
Q3	6
95-th percentile	6
Maximum	6
Range	5
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.151061015
Coefficient of variation (CV)	0.5036303106
Kurtosis	-1.270954657
Mean	4.271111111
Median Absolute Deviation (MAD)	1.917985185
Skewness	-0.7360685575
Sum	961
Variance	4.627063492

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[1. 1.5 3.5 5.5 6. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
6	113	50.2%
1	63	28.0%
5	28	12.4%
4	18	8.0%
3	2	0.9%
2	1	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	63	28.0%
2	1	0.4%
3	2	0.9%
4	18	8.0%
5	28	12.4%

Value	Count	Frequency (%)
6	113	50.2%
5	28	12.4%
4	18	8.0%
3	2	0.9%
2	1	0.4%

gcs_unable_apache
Boolean

CONST

Distinct count	1
Unique (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

0	225

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	225	100.0%

gender
Categorical

Distinct count	2
Unique (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

M	138
F	87

Toggle details

Value	Count	Frequency (%)
M	138	61.3%
F	87	38.7%

Composition

Contains chars	True
Contains digits	False
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

h1_arterial_pco2_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	109
Unique (%)	48.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	42.85335555555555
Minimum	15.0
Maximum	111.505
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	15
5-th percentile	27.52
Q1	36.4
median	41
Q3	47
95-th percentile	61.02
Maximum	111.505
Range	96.505
Interquartile range (IQR)	10.6

Descriptive statistics

Standard deviation	11.38697299
Coefficient of variation (CV)	0.2657195183
Kurtosis	6.884375997
Mean	42.85335556
Median Absolute Deviation (MAD)	7.970574025
Skewness	1.719367845
Sum	9642.005
Variance	129.663154

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 15. 26.75 34.9 37.95 38.05 45.85 46.05 56.95 77.85 111.505], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
40	11	4.9%
38	9	4.0%
41	9	4.0%
46	9	4.0%
36	8	3.6%
42	7	3.1%
39	7	3.1%
35	6	2.7%
44	5	2.2%
43	5	2.2%
Other values (99)	149	66.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
15	1	0.4%
21	1	0.4%
21.9	1	0.4%
23	1	0.4%
24	1	0.4%

Value	Count	Frequency (%)
111.505	1	0.4%
87	1	0.4%
78	1	0.4%
77.7	1	0.4%
77	1	0.4%

h1_arterial_pco2_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	108
Unique (%)	48.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	41.16620888888888
Minimum	14.997
Maximum	107.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	14.997
5-th percentile	27.52
Q1	35
median	40
Q3	46
95-th percentile	56.72
Maximum	107
Range	92.003
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	10.62756698
Coefficient of variation (CV)	0.2581623925
Kurtosis	8.034288647
Mean	41.16620889
Median Absolute Deviation (MAD)	7.360666588
Skewness	1.826420605
Sum	9262.397
Variance	112.9451799

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 14.997 27.05 35.95 36.05 46.05 58. 107. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
41	11	4.9%
40	10	4.4%
36	9	4.0%
35	8	3.6%
39	7	3.1%
42	7	3.1%
38	7	3.1%
32	6	2.7%
33	6	2.7%
46	5	2.2%
Other values (98)	149	66.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
14.997	1	0.4%
21	2	0.9%
21.9	1	0.4%
23	1	0.4%
24	1	0.4%

Value	Count	Frequency (%)
107	1	0.4%
87	1	0.4%
78	1	0.4%
77.7	1	0.4%
67	1	0.4%

h1_arterial_ph_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	104
Unique (%)	46.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	7.311404444444444
Minimum	6.93
Maximum	7.53
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	6.93
5-th percentile	7.044
Q1	7.26
median	7.33
Q3	7.397
95-th percentile	7.4682
Maximum	7.53
Range	0.6
Interquartile range (IQR)	0.137

Descriptive statistics

Standard deviation	0.1200533772
Coefficient of variation (CV)	0.01642001589
Kurtosis	0.5602463641
Mean	7.311404444
Median Absolute Deviation (MAD)	0.09264564938
Skewness	-0.9089622163
Sum	1645.066
Variance	0.01441281337

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[6.93 7.205 7.2675 7.4415 7.53 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
7.28	11	4.9%
7.41	10	4.4%
7.39	9	4.0%
7.37	9	4.0%
7.36	8	3.6%
7.31	8	3.6%
7.24	8	3.6%
7.43	7	3.1%
7.32	6	2.7%
7.4	6	2.7%
Other values (94)	143	63.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6.93	1	0.4%
6.98	1	0.4%
6.982	1	0.4%
6.99	1	0.4%
7	1	0.4%

Value	Count	Frequency (%)
7.53	1	0.4%
7.524	1	0.4%
7.52	1	0.4%
7.497	1	0.4%
7.49	1	0.4%

h1_arterial_ph_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	103
Unique (%)	45.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	7.298106666666667
Minimum	6.9
Maximum	7.53
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	6.9
5-th percentile	7.04
Q1	7.24
median	7.32
Q3	7.39
95-th percentile	7.45
Maximum	7.53
Range	0.63
Interquartile range (IQR)	0.15

Descriptive statistics

Standard deviation	0.12537418
Coefficient of variation (CV)	0.01717900076
Kurtosis	0.8537708731
Mean	7.298106667
Median Absolute Deviation (MAD)	0.0962688
Skewness	-0.9780022281
Sum	1642.074
Variance	0.015718685

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[6.9 7.2385 7.4405 7.53 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
7.41	11	4.9%
7.24	10	4.4%
7.28	9	4.0%
7.34	7	3.1%
7.39	7	3.1%
7.43	7	3.1%
7.36	7	3.1%
7.32	7	3.1%
7.31	6	2.7%
7.21	5	2.2%
Other values (93)	149	66.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6.9	3	1.3%
6.949	1	0.4%
6.965	1	0.4%
6.99	2	0.9%
7	1	0.4%

Value	Count	Frequency (%)
7.53	1	0.4%
7.524	1	0.4%
7.52	1	0.4%
7.497	1	0.4%
7.49	1	0.4%

h1_arterial_po2_max
Real number (ℝ_≥0)

Distinct count	169
Unique (%)	75.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	179.3858
Minimum	36.0
Maximum	534.905
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	36
5-th percentile	61.2
Q1	93.6
median	150
Q3	237
95-th percentile	402.8
Maximum	534.905
Range	498.905
Interquartile range (IQR)	143.4

Descriptive statistics

Standard deviation	109.9379782
Coefficient of variation (CV)	0.6128577527
Kurtosis	0.5867672926
Mean	179.3858
Median Absolute Deviation (MAD)	86.45623289
Skewness	1.108449773
Sum	40361.805
Variance	12086.35906

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 36. 60.4 194. 407. 534.905], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
73	4	1.8%
140	4	1.8%
84	4	1.8%
150	4	1.8%
76	4	1.8%
92	4	1.8%
112	3	1.3%
75	3	1.3%
119	3	1.3%
171	3	1.3%
Other values (159)	189	84.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
36	1	0.4%
37.4	1	0.4%
43	2	0.9%
44	1	0.4%
51	1	0.4%

Value	Count	Frequency (%)
534.905	1	0.4%
501	1	0.4%
498	1	0.4%
487	1	0.4%
467	1	0.4%

h1_arterial_po2_min
Real number (ℝ_≥0)

Distinct count	163
Unique (%)	72.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	158.5138
Minimum	34.3
Maximum	514.905
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	34.3
5-th percentile	54.14
Q1	84
median	135.7
Q3	203
95-th percentile	379.2
Maximum	514.905
Range	480.605
Interquartile range (IQR)	119

Descriptive statistics

Standard deviation	95.62574956
Coefficient of variation (CV)	0.6032645079
Kurtosis	1.356848444
Mean	158.5138
Median Absolute Deviation (MAD)	73.97999289
Skewness	1.285550986
Sum	35665.605
Variance	9144.283978

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 34.3 65. 121. 229. 338.5 514.905], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
84	5	2.2%
73	4	1.8%
140	4	1.8%
76	4	1.8%
92	4	1.8%
75	3	1.3%
119	3	1.3%
150	3	1.3%
112	3	1.3%
217	3	1.3%
Other values (153)	189	84.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
34.3	1	0.4%
36	1	0.4%
37.4	1	0.4%
40	1	0.4%
42	1	0.4%

Value	Count	Frequency (%)
514.905	1	0.4%
450	1	0.4%
445	1	0.4%
436	1	0.4%
426	1	0.4%

h1_bilirubin_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	49
Unique (%)	21.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.544311111111111
Minimum	0.2
Maximum	25.4
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	0.2
5-th percentile	0.3
Q1	0.5
median	0.9
Q3	1.4
95-th percentile	4.58
Maximum	25.4
Range	25.2
Interquartile range (IQR)	0.9

Descriptive statistics

Standard deviation	2.463797082
Coefficient of variation (CV)	1.595402031
Kurtosis	46.36676292
Mean	1.544311111
Median Absolute Deviation (MAD)	1.217423407
Skewness	5.918307786
Sum	347.47
Variance	6.070296063

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0.2 0.805 1.405 3.4 7.1 25.4 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.4	23	10.2%
0.7	20	8.9%
0.5	20	8.9%
0.3	16	7.1%
0.8	16	7.1%
1.1	15	6.7%
0.9	12	5.3%
1.2	10	4.4%
1.4	8	3.6%
0.6	8	3.6%
Other values (39)	77	34.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.2	5	2.2%
0.3	16	7.1%
0.33	1	0.4%
0.4	23	10.2%
0.5	20	8.9%

Value	Count	Frequency (%)
25.4	1	0.4%
16.7	1	0.4%
10.5	1	0.4%
10.03	1	0.4%
10	1	0.4%

h1_bilirubin_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	49
Unique (%)	21.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.5394222222222222
Minimum	0.2
Maximum	25.4
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	0.2
5-th percentile	0.3
Q1	0.5
median	0.9
Q3	1.4
95-th percentile	4.58
Maximum	25.4
Range	25.2
Interquartile range (IQR)	0.9

Descriptive statistics

Standard deviation	2.464523665
Coefficient of variation (CV)	1.600940684
Kurtosis	46.35645951
Mean	1.539422222
Median Absolute Deviation (MAD)	1.216973037
Skewness	5.918626856
Sum	346.37
Variance	6.073876897

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0.2 0.805 1.405 3.4 7.1 25.4 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.4	23	10.2%
0.5	21	9.3%
0.7	19	8.4%
0.3	16	7.1%
0.8	15	6.7%
1.1	14	6.2%
0.9	13	5.8%
1.2	9	4.0%
0.6	9	4.0%
1	8	3.6%
Other values (39)	78	34.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.2	5	2.2%
0.3	16	7.1%
0.33	1	0.4%
0.4	23	10.2%
0.5	21	9.3%

Value	Count	Frequency (%)
25.4	1	0.4%
16.7	1	0.4%
10.5	1	0.4%
10.03	1	0.4%
10	1	0.4%

h1_bun_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	62
Unique (%)	27.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	24.029777777777777
Minimum	4.0
Maximum	89.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	4
5-th percentile	9
Q1	13
median	18
Q3	28
95-th percentile	62
Maximum	89
Range	85
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	17.12596328
Coefficient of variation (CV)	0.7126975305
Kurtosis	3.143160177
Mean	24.02977778
Median Absolute Deviation (MAD)	12.43480494
Skewness	1.834498744
Sum	5406.7
Variance	293.2986183

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 4. 8.5 13.85 14.5 21.5 35.5 89. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
14	20	8.9%
15	14	6.2%
13	13	5.8%
11	10	4.4%
20	10	4.4%
16	9	4.0%
12	9	4.0%
19	9	4.0%
9	8	3.6%
21	7	3.1%
Other values (52)	116	51.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	1	0.4%
5	2	0.9%
6	2	0.9%
7	3	1.3%
8	2	0.9%

Value	Count	Frequency (%)
89	1	0.4%
87	1	0.4%
82	1	0.4%
81	1	0.4%
80	1	0.4%

h1_bun_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	62
Unique (%)	27.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	24.00311111111111
Minimum	4.0
Maximum	89.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	4
5-th percentile	9
Q1	13
median	18
Q3	28
95-th percentile	62
Maximum	89
Range	85
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	17.12963803
Coefficient of variation (CV)	0.7136424089
Kurtosis	3.149718767
Mean	24.00311111
Median Absolute Deviation (MAD)	12.44250864
Skewness	1.837167942
Sum	5400.7
Variance	293.4244992

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 4. 8.5 13.85 14.5 21.5 35.5 89. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
14	20	8.9%
15	14	6.2%
13	13	5.8%
11	11	4.9%
19	9	4.0%
16	9	4.0%
20	9	4.0%
18	8	3.6%
12	8	3.6%
9	8	3.6%
Other values (52)	116	51.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	1	0.4%
5	2	0.9%
6	2	0.9%
7	3	1.3%
8	2	0.9%

Value	Count	Frequency (%)
89	1	0.4%
87	1	0.4%
82	1	0.4%
81	1	0.4%
80	1	0.4%

h1_calcium_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	50
Unique (%)	22.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8.050666666666666
Minimum	5.6
Maximum	11.4
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	5.6
5-th percentile	6.2
Q1	7.3
median	8
Q3	8.6
95-th percentile	10
Maximum	11.4
Range	5.8
Interquartile range (IQR)	1.3

Descriptive statistics

Standard deviation	1.102680176
Coefficient of variation (CV)	0.1369675608
Kurtosis	0.8845072116
Mean	8.050666667
Median Absolute Deviation (MAD)	0.8233481481
Skewness	0.4826517421
Sum	1811.4
Variance	1.215903571

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 5.6 6.95 8.65 9.25 11.4 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
8.2	14	6.2%
7.2	14	6.2%
7.9	13	5.8%
8.6	12	5.3%
8	10	4.4%
7.6	10	4.4%
8.1	10	4.4%
7.5	9	4.0%
8.4	9	4.0%
7	8	3.6%
Other values (40)	116	51.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5.6	4	1.8%
5.7	1	0.4%
5.9	1	0.4%
6	2	0.9%
6.1	2	0.9%

Value	Count	Frequency (%)
11.4	2	0.9%
11.3	1	0.4%
11.2	1	0.4%
11.1	1	0.4%
10.7	1	0.4%

h1_calcium_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	50
Unique (%)	22.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	7.989022222222223
Minimum	5.3
Maximum	11.315
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	5.3
5-th percentile	6.2
Q1	7.3
median	8
Q3	8.6
95-th percentile	9.9
Maximum	11.315
Range	6.015
Interquartile range (IQR)	1.3

Descriptive statistics

Standard deviation	1.084471018
Coefficient of variation (CV)	0.1357451497
Kurtosis	1.030145051
Mean	7.989022222
Median Absolute Deviation (MAD)	0.8098081975
Skewness	0.4152138107
Sum	1797.53
Variance	1.176077388

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 5.3 6.95 8.85 9.95 11.3075 11.315 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
8.2	14	6.2%
7.2	14	6.2%
7.9	13	5.8%
8	11	4.9%
8.6	11	4.9%
8.4	10	4.4%
7.6	10	4.4%
7.5	9	4.0%
7	9	4.0%
8.1	9	4.0%
Other values (40)	115	51.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5.3	2	0.9%
5.6	2	0.9%
5.7	1	0.4%
5.9	1	0.4%
6	2	0.9%

Value	Count	Frequency (%)
11.315	2	0.9%
11.3	1	0.4%
11.2	1	0.4%
11.1	1	0.4%
10.6	1	0.4%

h1_creatinine_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	136
Unique (%)	60.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.4703111111111113
Minimum	0.33
Maximum	11.49
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	0.33
5-th percentile	0.592
Q1	0.81
median	1.14
Q3	1.63
95-th percentile	3.08
Maximum	11.49
Range	11.16
Interquartile range (IQR)	0.82

Descriptive statistics

Standard deviation	1.250722074
Coefficient of variation (CV)	0.8506513108
Kurtosis	25.54629221
Mean	1.470311111
Median Absolute Deviation (MAD)	0.7137675062
Skewness	4.313272419
Sum	330.82
Variance	1.564305706

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0.33 0.575 1.215 1.805 3.05 11.49 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.7	7	3.1%
0.9	6	2.7%
1	4	1.8%
1.6	4	1.8%
1.2	4	1.8%
0.8	4	1.8%
1.13	4	1.8%
0.66	3	1.3%
0.77	3	1.3%
1.18	3	1.3%
Other values (126)	183	81.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.33	1	0.4%
0.4	1	0.4%
0.41	1	0.4%
0.47	1	0.4%
0.5	2	0.9%

Value	Count	Frequency (%)
11.49	1	0.4%
8.94	1	0.4%
6.89	1	0.4%
6.22	1	0.4%
5.38	1	0.4%

h1_creatinine_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	136
Unique (%)	60.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.465377777777778
Minimum	0.33
Maximum	11.49
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	0.33
5-th percentile	0.582
Q1	0.81
median	1.14
Q3	1.6
95-th percentile	3.08
Maximum	11.49
Range	11.16
Interquartile range (IQR)	0.79

Descriptive statistics

Standard deviation	1.251215111
Coefficient of variation (CV)	0.8538515664
Kurtosis	25.56823912
Mean	1.465377778
Median Absolute Deviation (MAD)	0.7127972346
Skewness	4.31731982
Sum	329.71
Variance	1.565539254

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0.33 0.57 1.36 2.075 3.05 11.49 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.7	7	3.1%
0.9	6	2.7%
0.8	5	2.2%
1.13	5	2.2%
1	4	1.8%
1.3	4	1.8%
1.2	4	1.8%
0.73	3	1.3%
1.6	3	1.3%
1.15	3	1.3%
Other values (126)	181	80.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.33	1	0.4%
0.4	1	0.4%
0.41	1	0.4%
0.47	1	0.4%
0.48	1	0.4%

Value	Count	Frequency (%)
11.49	1	0.4%
8.94	1	0.4%
6.89	1	0.4%
6.22	1	0.4%
5.38	1	0.4%

h1_diasbp_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	67
Unique (%)	29.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	71.38666666666667
Minimum	37.0
Maximum	143.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	37
5-th percentile	44
Q1	58
median	68
Q3	84
95-th percentile	103
Maximum	143
Range	106
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	18.74920951
Coefficient of variation (CV)	0.262643017
Kurtosis	0.8766927976
Mean	71.38666667
Median Absolute Deviation (MAD)	14.69511111
Skewness	0.8061108827
Sum	16062
Variance	351.5328571

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 37. 55.5 72.5 109.5 143. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
56	10	4.4%
70	10	4.4%
57	8	3.6%
66	8	3.6%
64	8	3.6%
69	7	3.1%
51	6	2.7%
59	6	2.7%
63	6	2.7%
75	6	2.7%
Other values (57)	150	66.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
37	2	0.9%
38	1	0.4%
39	1	0.4%
41	2	0.9%
42	2	0.9%

Value	Count	Frequency (%)
143	1	0.4%
137	1	0.4%
128	1	0.4%
122	1	0.4%
110	1	0.4%

h1_diasbp_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	58
Unique (%)	25.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	56.54222222222222
Minimum	22.0
Maximum	110.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	22
5-th percentile	36.2
Q1	45
median	56
Q3	66
95-th percentile	82
Maximum	110
Range	88
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	15.00652371
Coefficient of variation (CV)	0.2654038544
Kurtosis	0.1005642295
Mean	56.54222222
Median Absolute Deviation (MAD)	11.94168889
Skewness	0.3404146164
Sum	12722
Variance	225.195754

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 22. 36.5 66.5 87. 110. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
59	10	4.4%
56	10	4.4%
45	9	4.0%
58	8	3.6%
44	8	3.6%
62	7	3.1%
52	7	3.1%
53	6	2.7%
39	6	2.7%
51	6	2.7%
Other values (48)	148	65.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
22	4	1.8%
26	1	0.4%
29	1	0.4%
33	2	0.9%
34	1	0.4%

Value	Count	Frequency (%)
110	1	0.4%
95	1	0.4%
90	1	0.4%
88	1	0.4%
86	2	0.9%

h1_diasbp_noninvasive_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	67
Unique (%)	29.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	71.45777777777778
Minimum	37.0
Maximum	144.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	37
5-th percentile	44
Q1	58
median	68
Q3	84
95-th percentile	103
Maximum	144
Range	107
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	18.90836088
Coefficient of variation (CV)	0.2646088567
Kurtosis	0.9166840081
Mean	71.45777778
Median Absolute Deviation (MAD)	14.74081975
Skewness	0.7956380477
Sum	16078
Variance	357.5261111

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 37. 55.5 75.5 108.5 144. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
70	10	4.4%
56	9	4.0%
64	9	4.0%
57	8	3.6%
66	8	3.6%
59	8	3.6%
69	7	3.1%
51	6	2.7%
75	6	2.7%
65	5	2.2%
Other values (57)	149	66.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
37	2	0.9%
38	2	0.9%
39	1	0.4%
41	2	0.9%
42	2	0.9%

Value	Count	Frequency (%)
144	1	0.4%
137	1	0.4%
128	1	0.4%
122	1	0.4%
118	1	0.4%

h1_diasbp_noninvasive_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	59
Unique (%)	26.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	56.84
Minimum	22.0
Maximum	114.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	22
5-th percentile	36.2
Q1	45
median	56
Q3	66
95-th percentile	82
Maximum	114
Range	92
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	15.08461847
Coefficient of variation (CV)	0.2653873763
Kurtosis	0.2543131677
Mean	56.84
Median Absolute Deviation (MAD)	11.96231111
Skewness	0.3383382207
Sum	12789
Variance	227.5457143

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 22. 36.5 66.5 87. 114. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
59	12	5.3%
56	10	4.4%
45	9	4.0%
44	8	3.6%
58	8	3.6%
52	7	3.1%
78	6	2.7%
53	6	2.7%
51	6	2.7%
62	6	2.7%
Other values (49)	147	65.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
22	4	1.8%
26	1	0.4%
29	1	0.4%
33	2	0.9%
34	1	0.4%

Value	Count	Frequency (%)
114	1	0.4%
95	1	0.4%
90	1	0.4%
88	1	0.4%
86	2	0.9%

h1_glucose_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	135
Unique (%)	60.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	176.1513111111111
Minimum	59.0
Maximum	695.045
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	59
5-th percentile	100.2
Q1	128
median	158
Q3	200
95-th percentile	332.6
Maximum	695.045
Range	636.045
Interquartile range (IQR)	72

Descriptive statistics

Standard deviation	80.82784728
Coefficient of variation (CV)	0.4588546447
Kurtosis	11.27358137
Mean	176.1513111
Median Absolute Deviation (MAD)	54.02531536
Skewness	2.668509779
Sum	39634.045
Variance	6533.140896

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 59. 97. 181.5 254. 397. 695.045], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
122	6	2.7%
150	5	2.2%
158	5	2.2%
123	5	2.2%
132	4	1.8%
133	4	1.8%
134	4	1.8%
100	3	1.3%
169	3	1.3%
171	3	1.3%
Other values (125)	183	81.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
59	1	0.4%
66	1	0.4%
70	1	0.4%
74	1	0.4%
76	1	0.4%

Value	Count	Frequency (%)
695.045	1	0.4%
618	1	0.4%
444	1	0.4%
408	1	0.4%
386	1	0.4%

h1_glucose_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	135
Unique (%)	60.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	160.1288888888889
Minimum	42.0
Maximum	670.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	42
5-th percentile	80
Q1	118
median	141
Q3	176
95-th percentile	318.4
Maximum	670
Range	628
Interquartile range (IQR)	58

Descriptive statistics

Standard deviation	77.47676098
Coefficient of variation (CV)	0.4838399961
Kurtosis	13.27240905
Mean	160.1288889
Median Absolute Deviation (MAD)	50.46289383
Skewness	2.854851426
Sum	36029
Variance	6002.648492

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 42. 93. 172.5 250.5 381. 670. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
141	4	1.8%
127	4	1.8%
128	4	1.8%
115	4	1.8%
150	4	1.8%
133	4	1.8%
129	4	1.8%
116	4	1.8%
130	4	1.8%
125	4	1.8%
Other values (125)	185	82.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
42	1	0.4%
57	1	0.4%
60	1	0.4%
66	3	1.3%
69	1	0.4%

Value	Count	Frequency (%)
670	1	0.4%
618	1	0.4%
386	1	0.4%
376	1	0.4%
359	1	0.4%

h1_hco3_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	32
Unique (%)	14.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	21.192
Minimum	7.0
Maximum	39.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	7
5-th percentile	13
Q1	18
median	22
Q3	24
95-th percentile	28
Maximum	39
Range	32
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.974060213
Coefficient of variation (CV)	0.2347140531
Kurtosis	1.447184086
Mean	21.192
Median Absolute Deviation (MAD)	3.717511111
Skewness	-0.103561287
Sum	4768.2
Variance	24.741275

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 7. 12.5 17.9 26.5 29.3 39. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
22	26	11.6%
23	21	9.3%
20	18	8.0%
18	17	7.6%
21	17	7.6%
24	17	7.6%
19	14	6.2%
25	13	5.8%
26	13	5.8%
17	11	4.9%
Other values (22)	58	25.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7	2	0.9%
8	2	0.9%
9	3	1.3%
10	1	0.4%
11	1	0.4%

Value	Count	Frequency (%)
39	1	0.4%
37	2	0.9%
32	1	0.4%
30	2	0.9%
29.6	1	0.4%

h1_hco3_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	30
Unique (%)	13.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	21.057777777777776
Minimum	7.0
Maximum	39.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	7
5-th percentile	12
Q1	18
median	21
Q3	24
95-th percentile	28
Maximum	39
Range	32
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.018016153
Coefficient of variation (CV)	0.2382975168
Kurtosis	1.388375403
Mean	21.05777778
Median Absolute Deviation (MAD)	3.731812346
Skewness	-0.113432125
Sum	4738
Variance	25.18048611

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 7. 16.5 26.5 29.5 39. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
22	24	10.7%
23	23	10.2%
20	20	8.9%
21	19	8.4%
18	18	8.0%
24	15	6.7%
26	13	5.8%
19	13	5.8%
25	13	5.8%
17	10	4.4%
Other values (20)	57	25.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7	2	0.9%
8	2	0.9%
9	3	1.3%
10	1	0.4%
11	2	0.9%

Value	Count	Frequency (%)
39	1	0.4%
37	2	0.9%
32	1	0.4%
30	2	0.9%
29	4	1.8%

h1_heartrate_max
Real number (ℝ_≥0)

Distinct count	85
Unique (%)	37.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	98.33777777777777
Minimum	46.0
Maximum	162.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	46
5-th percentile	64
Q1	80
median	94
Q3	115
95-th percentile	141.8
Maximum	162
Range	116
Interquartile range (IQR)	35

Descriptive statistics

Standard deviation	24.07561831
Coefficient of variation (CV)	0.2448257308
Kurtosis	-0.4150129963
Mean	98.33777778
Median Absolute Deviation (MAD)	19.83897284
Skewness	0.5031734584
Sum	22126
Variance	579.6353968

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 46. 59.5 117.5 162. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
78	10	4.4%
115	8	3.6%
92	8	3.6%
90	7	3.1%
84	7	3.1%
71	6	2.7%
80	5	2.2%
107	5	2.2%
88	5	2.2%
102	5	2.2%
Other values (75)	159	70.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
46	1	0.4%
59	1	0.4%
60	2	0.9%
61	3	1.3%
62	1	0.4%

Value	Count	Frequency (%)
162	1	0.4%
161	1	0.4%
156	1	0.4%
153	1	0.4%
152	1	0.4%

h1_heartrate_min
Real number (ℝ_≥0)

Distinct count	80
Unique (%)	35.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	86.94222222222223
Minimum	36.0
Maximum	144.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	36
5-th percentile	57.4
Q1	71
median	84
Q3	102
95-th percentile	125.8
Maximum	144
Range	108
Interquartile range (IQR)	31

Descriptive statistics

Standard deviation	21.6128939
Coefficient of variation (CV)	0.2485891589
Kurtosis	-0.3942785975
Mean	86.94222222
Median Absolute Deviation (MAD)	17.71512099
Skewness	0.440878445
Sum	19562
Variance	467.1171825

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 36. 55. 99. 130. 144.], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
60	8	3.6%
75	8	3.6%
95	6	2.7%
83	6	2.7%
107	5	2.2%
74	5	2.2%
80	5	2.2%
70	5	2.2%
71	5	2.2%
65	5	2.2%
Other values (70)	167	74.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
36	1	0.4%
44	1	0.4%
46	1	0.4%
52	1	0.4%
53	1	0.4%

Value	Count	Frequency (%)
144	2	0.9%
142	1	0.4%
137	1	0.4%
134	1	0.4%
131	1	0.4%

h1_hemaglobin_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	82
Unique (%)	36.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	10.662666666666668
Minimum	5.1
Maximum	17.4
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	5.1
5-th percentile	7.42
Q1	9.2
median	10.6
Q3	12
95-th percentile	14.2
Maximum	17.4
Range	12.3
Interquartile range (IQR)	2.8

Descriptive statistics

Standard deviation	2.135234179
Coefficient of variation (CV)	0.2002532993
Kurtosis	0.3243140989
Mean	10.66266667
Median Absolute Deviation (MAD)	1.683614815
Skewness	0.3153566549
Sum	2399.1
Variance	4.559225

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 5.1 6.95 8.15 11.55 14.25 17.4 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
11.4	8	3.6%
10.8	7	3.1%
9.8	7	3.1%
9.7	7	3.1%
8.2	6	2.7%
8.5	6	2.7%
10.6	6	2.7%
10.9	6	2.7%
11.5	6	2.7%
9.9	6	2.7%
Other values (72)	160	71.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5.1	2	0.9%
5.9	1	0.4%
6.5	1	0.4%
6.9	1	0.4%
7	2	0.9%

Value	Count	Frequency (%)
17.4	2	0.9%
15.9	1	0.4%
15.7	1	0.4%
15.6	1	0.4%
15.5	1	0.4%

h1_hemaglobin_min
Real number (ℝ_≥0)

Distinct count	82
Unique (%)	36.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	10.364
Minimum	5.0
Maximum	17.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	5
5-th percentile	7.02
Q1	8.9
median	10.2
Q3	11.8
95-th percentile	13.98
Maximum	17
Range	12
Interquartile range (IQR)	2.9

Descriptive statistics

Standard deviation	2.16874964
Coefficient of variation (CV)	0.2092579737
Kurtosis	-0.04337999762
Mean	10.364
Median Absolute Deviation (MAD)	1.737173333
Skewness	0.1608407635
Sum	2331.9
Variance	4.703475

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 5. 6.85 8.15 11.55 14.25 17. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
9.7	8	3.6%
10.8	7	3.1%
9.1	6	2.7%
11	6	2.7%
9.8	6	2.7%
11.4	6	2.7%
9.2	5	2.2%
8.2	5	2.2%
7.6	5	2.2%
8.7	5	2.2%
Other values (72)	166	73.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	3	1.3%
5.8	1	0.4%
5.9	1	0.4%
6.2	1	0.4%
6.5	1	0.4%

Value	Count	Frequency (%)
17	1	0.4%
15.9	1	0.4%
15.7	1	0.4%
15.1	1	0.4%
14.9	1	0.4%

h1_hematocrit_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	132
Unique (%)	58.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	31.985777777777773
Minimum	16.0
Maximum	51.7
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	16
5-th percentile	22.76
Q1	27.9
median	32
Q3	36
95-th percentile	42
Maximum	51.7
Range	35.7
Interquartile range (IQR)	8.1

Descriptive statistics

Standard deviation	6.318480014
Coefficient of variation (CV)	0.1975402961
Kurtosis	0.197864179
Mean	31.98577778
Median Absolute Deviation (MAD)	4.950538272
Skewness	0.2627163231
Sum	7196.8
Variance	39.92318968

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[16. 22.05 28.85 34.1 42.25 51.7 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
32	8	3.6%
29.7	6	2.7%
33.1	5	2.2%
29	5	2.2%
34	5	2.2%
33.2	5	2.2%
24	4	1.8%
32.7	4	1.8%
35.8	4	1.8%
25	3	1.3%
Other values (122)	176	78.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
16	2	0.9%
18	1	0.4%
19.4	1	0.4%
20.4	1	0.4%
20.9	1	0.4%

Value	Count	Frequency (%)
51.7	2	0.9%
46.9	1	0.4%
46	3	1.3%
45.6	1	0.4%
44.3	1	0.4%

h1_hematocrit_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	132
Unique (%)	58.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	31.131999999999998
Minimum	15.5
Maximum	49.3
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	15.5
5-th percentile	21.02
Q1	26.3
median	30.7
Q3	35.7
95-th percentile	42
Maximum	49.3
Range	33.8
Interquartile range (IQR)	9.4

Descriptive statistics

Standard deviation	6.530590654
Coefficient of variation (CV)	0.2097709962
Kurtosis	-0.2522819861
Mean	31.132
Median Absolute Deviation (MAD)	5.237724444
Skewness	0.190329685
Sum	7004.7
Variance	42.64861429

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[15.5 20.95 36.75 42.9 49.3 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
32	6	2.7%
29	5	2.2%
29.7	5	2.2%
25	5	2.2%
30	5	2.2%
23	5	2.2%
33.2	4	1.8%
21	4	1.8%
27	4	1.8%
36	4	1.8%
Other values (122)	178	79.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
15.5	2	0.9%
17.6	1	0.4%
18	1	0.4%
19	1	0.4%
19.4	1	0.4%

Value	Count	Frequency (%)
49.3	1	0.4%
48.3	1	0.4%
46.9	1	0.4%
46	1	0.4%
45.6	1	0.4%

h1_inr_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	56
Unique (%)	24.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.77968
Minimum	0.9
Maximum	7.756
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	0.9
5-th percentile	1.036
Q1	1.27
median	1.41
Q3	1.8
95-th percentile	3.696
Maximum	7.756
Range	6.856
Interquartile range (IQR)	0.53

Descriptive statistics

Standard deviation	1.138280158
Coefficient of variation (CV)	0.6395982189
Kurtosis	13.61344356
Mean	1.77968
Median Absolute Deviation (MAD)	0.6569443556
Skewness	3.485765972
Sum	400.428
Variance	1.295681719

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.9 1.08 1.145 1.195 1.235 ... 1.585 1.605 2.45 3.9 7.756], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1.4	26	11.6%
1.1	25	11.1%
1.3	20	8.9%
1.6	20	8.9%
1.5	17	7.6%
1.2	17	7.6%
1.8	10	4.4%
1	7	3.1%
1.7	7	3.1%
2	5	2.2%
Other values (46)	71	31.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.9	3	1.3%
1	7	3.1%
1.01	1	0.4%
1.03	1	0.4%
1.06	1	0.4%

Value	Count	Frequency (%)
7.756	3	1.3%
7.2	1	0.4%
6.7	1	0.4%
6.3	1	0.4%
5.4	1	0.4%

h1_inr_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	52
Unique (%)	23.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.440977777777778
Minimum	0.9
Maximum	5.4
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	0.9
5-th percentile	1
Q1	1.1
median	1.3
Q3	1.5
95-th percentile	2.48
Maximum	5.4
Range	4.5
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.5570200724
Coefficient of variation (CV)	0.3865570178
Kurtosis	15.79777793
Mean	1.440977778
Median Absolute Deviation (MAD)	0.3320399012
Skewness	3.4198198
Sum	324.22
Variance	0.3102713611

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.9 0.91 0.985 1.005 1.09 ... 1.49 1.505 2.005 3.55 5.4 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1.1	38	16.9%
1.3	32	14.2%
1.4	24	10.7%
1.2	23	10.2%
1.5	17	7.6%
1	12	5.3%
1.6	9	4.0%
1.8	7	3.1%
2	5	2.2%
0.9	5	2.2%
Other values (42)	53	23.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.9	5	2.2%
0.92	1	0.4%
0.97	1	0.4%
1	12	5.3%
1.01	1	0.4%

Value	Count	Frequency (%)
5.4	1	0.4%
4.1	1	0.4%
3.6	1	0.4%
3.5	2	0.9%
3.3	1	0.4%

h1_mbp_invasive_max
Real number (ℝ_≥0)

Distinct count	88
Unique (%)	39.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	97.35944444444445
Minimum	35.625
Maximum	291.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	35.625
5-th percentile	57.6
Q1	77
median	87
Q3	102
95-th percentile	187.4
Maximum	291
Range	255.375
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	41.56001479
Coefficient of variation (CV)	0.4268719386
Kurtosis	8.712367234
Mean	97.35944444
Median Absolute Deviation (MAD)	25.36106667
Skewness	2.71140957
Sum	21905.875
Variance	1727.234829

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 35.625 65.5 102.5 139.5 291. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
82	9	4.0%
84	9	4.0%
79	7	3.1%
90	7	3.1%
92	6	2.7%
85	6	2.7%
81	6	2.7%
97	6	2.7%
78	6	2.7%
74	5	2.2%
Other values (78)	158	70.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
35.625	3	1.3%
43	1	0.4%
48	1	0.4%
50	2	0.9%
52	1	0.4%

Value	Count	Frequency (%)
291	1	0.4%
286	1	0.4%
282	2	0.9%
269	1	0.4%
244	1	0.4%

h1_mbp_invasive_min
Real number (ℝ_≥0)

Distinct count	72
Unique (%)	32.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	70.02666666666667
Minimum	8.0
Maximum	140.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	8
5-th percentile	40.6
Q1	60
median	69
Q3	79
95-th percentile	103
Maximum	140
Range	132
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	19.68454796
Coefficient of variation (CV)	0.2811007421
Kurtosis	2.019071865
Mean	70.02666667
Median Absolute Deviation (MAD)	14.03851852
Skewness	0.1748240761
Sum	15756
Variance	387.4814286

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 8. 45. 53. 86.5 104. 140. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
70	9	4.0%
69	8	3.6%
63	8	3.6%
72	8	3.6%
66	8	3.6%
79	8	3.6%
67	7	3.1%
56	7	3.1%
54	6	2.7%
76	6	2.7%
Other values (62)	150	66.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
8	3	1.3%
17	1	0.4%
23	1	0.4%
26	1	0.4%
28	1	0.4%

Value	Count	Frequency (%)
140	1	0.4%
134	1	0.4%
124	1	0.4%
121	1	0.4%
117	1	0.4%

h1_mbp_max
Real number (ℝ_≥0)

Distinct count	77
Unique (%)	34.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	86.2088888888889
Minimum	49.0
Maximum	165.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	49
5-th percentile	55
Q1	72
median	82
Q3	99
95-th percentile	120.8
Maximum	165
Range	116
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	20.9673622
Coefficient of variation (CV)	0.2432157806
Kurtosis	1.194437757
Mean	86.20888889
Median Absolute Deviation (MAD)	16.26844444
Skewness	0.8675267202
Sum	19397
Variance	439.6302778

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 49. 62.5 85.5 120.5 165. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
81	9	4.0%
85	9	4.0%
92	9	4.0%
78	8	3.6%
76	8	3.6%
82	7	3.1%
65	7	3.1%
103	6	2.7%
63	6	2.7%
74	6	2.7%
Other values (67)	150	66.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
49	4	1.8%
50	1	0.4%
51	1	0.4%
53	3	1.3%
54	1	0.4%

Value	Count	Frequency (%)
165	1	0.4%
162	1	0.4%
148	1	0.4%
146	1	0.4%
140	1	0.4%

h1_mbp_min
Real number (ℝ_≥0)

Distinct count	67
Unique (%)	29.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	71.32
Minimum	32.0
Maximum	138.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	32
5-th percentile	45.2
Q1	58
median	68
Q3	83
95-th percentile	102.8
Maximum	138
Range	106
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	18.27138669
Coefficient of variation (CV)	0.2561888206
Kurtosis	0.6549330141
Mean	71.32
Median Absolute Deviation (MAD)	14.61937778
Skewness	0.5189643619
Sum	16047
Variance	333.8435714

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 32. 45.5 62.5 69.5 95.5 110.5 138. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
65	16	7.1%
63	9	4.0%
55	9	4.0%
69	7	3.1%
67	7	3.1%
85	7	3.1%
94	6	2.7%
78	6	2.7%
75	6	2.7%
66	6	2.7%
Other values (57)	146	64.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
32	4	1.8%
39	2	0.9%
42	4	1.8%
44	1	0.4%
45	1	0.4%

Value	Count	Frequency (%)
138	2	0.9%
111	2	0.9%
110	3	1.3%
109	1	0.4%
106	1	0.4%

h1_pao2fio2ratio_max
Real number (ℝ_≥0)

Distinct count	191
Unique (%)	84.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	248.45202945200003
Minimum	42.0
Maximum	720.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	42
5-th percentile	64.4
Q1	133.5
median	232.8571429
Q3	330
95-th percentile	496.8
Maximum	720
Range	678
Interquartile range (IQR)	196.5

Descriptive statistics

Standard deviation	138.3248915
Coefficient of variation (CV)	0.5567468769
Kurtosis	0.7845819668
Mean	248.4520295
Median Absolute Deviation (MAD)	110.3198852
Skewness	0.8329408793
Sum	55901.70663
Variance	19133.7756

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 42. 335. 453.75 720. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
190	3	1.3%
304	3	1.3%
410	3	1.3%
720	3	1.3%
140	3	1.3%
230	3	1.3%
95	3	1.3%
210	3	1.3%
334	2	0.9%
330	2	0.9%
Other values (181)	197	87.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
42	2	0.9%
43	1	0.4%
44	1	0.4%
52	1	0.4%
53	1	0.4%

Value	Count	Frequency (%)
720	3	1.3%
630	1	0.4%
610	1	0.4%
583	1	0.4%
555	1	0.4%

h1_pao2fio2ratio_min
Real number (ℝ_≥0)

Distinct count	193
Unique (%)	85.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	236.60558443600002
Minimum	38.0
Maximum	654.8137931
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	38
5-th percentile	61.2
Q1	130
median	226.1666667
Q3	321.6666667
95-th percentile	450
Maximum	654.8137931
Range	616.8137931
Interquartile range (IQR)	191.6666667

Descriptive statistics

Standard deviation	130.4997709
Coefficient of variation (CV)	0.5515498344
Kurtosis	0.04084643165
Mean	236.6055844
Median Absolute Deviation (MAD)	106.1819851
Skewness	0.6117083861
Sum	53236.2565
Variance	17030.19021

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 38. 335. 453.75 654.8137931], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
304	3	1.3%
140	3	1.3%
410	3	1.3%
117	3	1.3%
230	3	1.3%
38	3	1.3%
210	3	1.3%
190	3	1.3%
73	2	0.9%
280	2	0.9%
Other values (183)	197	87.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
38	3	1.3%
40	1	0.4%
42	1	0.4%
43	1	0.4%
51	1	0.4%

Value	Count	Frequency (%)
654.8137931	1	0.4%
630	1	0.4%
610	1	0.4%
583	1	0.4%
555	1	0.4%

h1_platelets_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	158
Unique (%)	70.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	173.39111111111112
Minimum	20.0
Maximum	567.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	20
5-th percentile	52.6
Q1	108
median	157
Q3	212
95-th percentile	365
Maximum	567
Range	547
Interquartile range (IQR)	104

Descriptive statistics

Standard deviation	94.29620841
Coefficient of variation (CV)	0.5438353085
Kurtosis	1.95888807
Mean	173.3911111
Median Absolute Deviation (MAD)	70.63280988
Skewness	1.243896488
Sum	39013
Variance	8891.774921

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 20. 68.5 223. 424.5 567. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
172	4	1.8%
187	4	1.8%
73	4	1.8%
113	4	1.8%
104	3	1.3%
146	3	1.3%
132	3	1.3%
282	3	1.3%
159	3	1.3%
218	3	1.3%
Other values (148)	191	84.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
20	1	0.4%
33	1	0.4%
34	2	0.9%
39	1	0.4%
40	1	0.4%

Value	Count	Frequency (%)
567	1	0.4%
501	1	0.4%
495	1	0.4%
432	1	0.4%
417	1	0.4%

h1_platelets_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	159
Unique (%)	70.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	171.76888888888888
Minimum	20.0
Maximum	567.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	20
5-th percentile	49.6
Q1	108
median	153
Q3	211
95-th percentile	365
Maximum	567
Range	547
Interquartile range (IQR)	103

Descriptive statistics

Standard deviation	94.96404353
Coefficient of variation (CV)	0.5528593923
Kurtosis	1.931990922
Mean	171.7688889
Median Absolute Deviation (MAD)	71.33977284
Skewness	1.244344532
Sum	38648
Variance	9018.169563

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 20. 68.5 223. 424.5 567. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
187	4	1.8%
73	4	1.8%
113	4	1.8%
159	3	1.3%
184	3	1.3%
80	3	1.3%
127	3	1.3%
128	3	1.3%
132	3	1.3%
172	3	1.3%
Other values (149)	192	85.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
20	1	0.4%
32	1	0.4%
33	1	0.4%
34	2	0.9%
39	1	0.4%

Value	Count	Frequency (%)
567	1	0.4%
501	1	0.4%
495	1	0.4%
432	1	0.4%
417	1	0.4%

h1_potassium_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	37
Unique (%)	16.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.164666666666666
Minimum	2.5
Maximum	6.5
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	2.5
5-th percentile	3.1
Q1	3.6
median	4.1
Q3	4.6
95-th percentile	5.58
Maximum	6.5
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.7552246591
Coefficient of variation (CV)	0.1813409618
Kurtosis	0.1801669937
Mean	4.164666667
Median Absolute Deviation (MAD)	0.5951466667
Skewness	0.554221552
Sum	937.05
Variance	0.5703642857

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[2.5 3.05 5.05 6.5 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
3.9	20	8.9%
4	16	7.1%
4.3	13	5.8%
3.5	12	5.3%
4.1	12	5.3%
4.4	10	4.4%
3.4	10	4.4%
4.8	10	4.4%
4.5	9	4.0%
3.7	9	4.0%
Other values (27)	104	46.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.5	2	0.9%
2.8	2	0.9%
2.9	2	0.9%
3	2	0.9%
3.1	5	2.2%

Value	Count	Frequency (%)
6.5	1	0.4%
6.3	1	0.4%
6.2	1	0.4%
6.1	2	0.9%
5.8	2	0.9%

h1_potassium_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	37
Unique (%)	16.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.064177777777778
Minimum	2.5
Maximum	6.5
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	2.5
5-th percentile	3.1
Q1	3.5
median	3.9
Q3	4.5
95-th percentile	5.48
Maximum	6.5
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.7356935288
Coefficient of variation (CV)	0.1810190324
Kurtosis	0.4664842205
Mean	4.064177778
Median Absolute Deviation (MAD)	0.5787606914
Skewness	0.6891250578
Sum	914.44
Variance	0.5412449683

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[2.5 3.15 4.85 5.75 6.5 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
3.9	21	9.3%
3.8	15	6.7%
4.3	13	5.8%
3.4	13	5.8%
3.5	12	5.3%
4	11	4.9%
4.5	11	4.9%
3.7	11	4.9%
3.2	10	4.4%
4.1	9	4.0%
Other values (27)	99	44.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.5	2	0.9%
2.8	3	1.3%
2.9	3	1.3%
3	3	1.3%
3.1	5	2.2%

Value	Count	Frequency (%)
6.5	1	0.4%
6.3	1	0.4%
6.2	1	0.4%
6.1	1	0.4%
5.8	1	0.4%

h1_resprate_max
Real number (ℝ_≥0)

Distinct count	36
Unique (%)	16.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	21.786666666666665
Minimum	10.0
Maximum	59.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	10
5-th percentile	12
Q1	16
median	20
Q3	25
95-th percentile	35.8
Maximum	59
Range	49
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	8.697228623
Coefficient of variation (CV)	0.3991996002
Kurtosis	4.7727075
Mean	21.78666667
Median Absolute Deviation (MAD)	6.199822222
Skewness	1.873803276
Sum	4902
Variance	75.64178571

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[10. 11.5 26.5 35.5 59. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
18	21	9.3%
22	18	8.0%
16	18	8.0%
20	17	7.6%
14	15	6.7%
15	13	5.8%
12	11	4.9%
25	10	4.4%
19	9	4.0%
23	9	4.0%
Other values (26)	84	37.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10	2	0.9%
11	2	0.9%
12	11	4.9%
13	6	2.7%
14	15	6.7%

Value	Count	Frequency (%)
59	3	1.3%
54	1	0.4%
50	1	0.4%
49	1	0.4%
47	1	0.4%

h1_resprate_min
Real number (ℝ_≥0)

ZEROS

Distinct count	27
Unique (%)	12.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	14.72
Minimum	0.0
Maximum	51.0
Zeros	5
Zeros (%)	2.2%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	8
Q1	12
median	14
Q3	17
95-th percentile	23
Maximum	51
Range	51
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	5.653443957
Coefficient of variation (CV)	0.3840654862
Kurtosis	8.514456753
Mean	14.72
Median Absolute Deviation (MAD)	3.826133333
Skewness	1.428628362
Sum	3312
Variance	31.96142857

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 9.5 11.5 12.5 16.5 21.5 26.5 51. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
12	44	19.6%
14	33	14.7%
15	19	8.4%
16	17	7.6%
20	14	6.2%
11	12	5.3%
18	11	4.9%
13	10	4.4%
10	9	4.0%
19	8	3.6%
Other values (17)	48	21.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5	2.2%
4	3	1.3%
5	1	0.4%
6	2	0.9%
8	4	1.8%

Value	Count	Frequency (%)
51	1	0.4%
35	1	0.4%
33	2	0.9%
27	1	0.4%
26	2	0.9%

h1_sodium_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	30
Unique (%)	13.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	140.26666666666668
Minimum	114.0
Maximum	157.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	114
5-th percentile	132
Q1	138
median	140
Q3	143
95-th percentile	150
Maximum	157
Range	43
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	5.892640689
Coefficient of variation (CV)	0.04201027107
Kurtosis	4.700237914
Mean	140.2666667
Median Absolute Deviation (MAD)	4.08
Skewness	-0.9636572735
Sum	31560
Variance	34.72321429

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[114. 131.5 136.5 143.5 150.5 157. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
140	26	11.6%
138	23	10.2%
142	20	8.9%
137	18	8.0%
141	18	8.0%
143	16	7.1%
139	16	7.1%
145	10	4.4%
144	9	4.0%
135	8	3.6%
Other values (20)	61	27.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
114	3	1.3%
122	1	0.4%
127	1	0.4%
129	2	0.9%
130	1	0.4%

Value	Count	Frequency (%)
157	1	0.4%
156	1	0.4%
154	1	0.4%
152	2	0.9%
151	2	0.9%

h1_sodium_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	29
Unique (%)	12.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	139.30311111111112
Minimum	114.0
Maximum	156.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	114
5-th percentile	131
Q1	137
median	139
Q3	143
95-th percentile	148
Maximum	156
Range	42
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.762319033
Coefficient of variation (CV)	0.04136532908
Kurtosis	4.168480663
Mean	139.3031111
Median Absolute Deviation (MAD)	4.129485432
Skewness	-0.9508996535
Sum	31343.2
Variance	33.20432063

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[114. 128. 132.5 136.5 144.5 149.5 156. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
139	24	10.7%
138	20	8.9%
137	19	8.4%
143	18	8.0%
140	16	7.1%
141	16	7.1%
144	14	6.2%
142	13	5.8%
135	12	5.3%
134	9	4.0%
Other values (19)	64	28.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
114	3	1.3%
122	1	0.4%
127	1	0.4%
129	2	0.9%
130	2	0.9%

Value	Count	Frequency (%)
156	1	0.4%
152	2	0.9%
151	2	0.9%
150	2	0.9%
149	4	1.8%

h1_spo2_max
Real number (ℝ_≥0)

Distinct count	12
Unique (%)	5.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	99.04444444444445
Minimum	80.0
Maximum	100.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	80
5-th percentile	95
Q1	99
median	100
Q3	100
95-th percentile	100
Maximum	100
Range	20
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.399363341
Coefficient of variation (CV)	0.02422511787
Kurtosis	24.74934175
Mean	99.04444444
Median Absolute Deviation (MAD)	1.392987654
Skewness	-4.288763269
Sum	22285
Variance	5.756944444

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 80. 91.5 98.5 99.5 100. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
100	164	72.9%
99	23	10.2%
97	9	4.0%
98	7	3.1%
95	6	2.7%
96	5	2.2%
93	4	1.8%
92	2	0.9%
94	2	0.9%
80	1	0.4%
Other values (2)	2	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
80	1	0.4%
84	1	0.4%
91	1	0.4%
92	2	0.9%
93	4	1.8%

Value	Count	Frequency (%)
100	164	72.9%
99	23	10.2%
98	7	3.1%
97	9	4.0%
96	5	2.2%

h1_spo2_min
Real number (ℝ_≥0)

Distinct count	31
Unique (%)	13.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	94.70222222222222
Minimum	50.0
Maximum	100.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	50
5-th percentile	78
Q1	93
median	98
Q3	100
95-th percentile	100
Maximum	100
Range	50
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	7.863525907
Coefficient of variation (CV)	0.08303422794
Kurtosis	7.006357237
Mean	94.70222222
Median Absolute Deviation (MAD)	5.47334321
Skewness	-2.399496478
Sum	21308
Variance	61.83503968

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 50. 76.5 90.5 98.5 99.5 100. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
100	75	33.3%
99	29	12.9%
96	14	6.2%
95	14	6.2%
98	14	6.2%
97	11	4.9%
94	9	4.0%
93	8	3.6%
91	7	3.1%
92	5	2.2%
Other values (21)	39	17.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
50	1	0.4%
64	1	0.4%
66	1	0.4%
67	2	0.9%
70	1	0.4%

Value	Count	Frequency (%)
100	75	33.3%
99	29	12.9%
98	14	6.2%
97	11	4.9%
96	14	6.2%

h1_sysbp_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	97
Unique (%)	43.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	123.99555555555555
Minimum	75.0
Maximum	208.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	75
5-th percentile	86
Q1	103
median	120
Q3	141
95-th percentile	174.8
Maximum	208
Range	133
Interquartile range (IQR)	38

Descriptive statistics

Standard deviation	28.11257627
Coefficient of variation (CV)	0.226722451
Kurtosis	-0.04437031498
Mean	123.9955556
Median Absolute Deviation (MAD)	22.69716543
Skewness	0.6253746402
Sum	27899
Variance	790.3169444

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 75. 85.5 144.5 179.5 208. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
102	7	3.1%
114	6	2.7%
122	5	2.2%
103	5	2.2%
119	5	2.2%
115	5	2.2%
134	5	2.2%
139	5	2.2%
120	5	2.2%
98	5	2.2%
Other values (87)	172	76.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
75	2	0.9%
76	1	0.4%
78	2	0.9%
80	1	0.4%
82	3	1.3%

Value	Count	Frequency (%)
208	1	0.4%
200	1	0.4%
199	1	0.4%
197	1	0.4%
196	1	0.4%

h1_sysbp_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	96
Unique (%)	42.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	102.57777777777778
Minimum	53.0
Maximum	194.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	53
5-th percentile	64.2
Q1	86
median	98
Q3	119
95-th percentile	150.6
Maximum	194
Range	141
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	26.22165893
Coefficient of variation (CV)	0.2556270909
Kurtosis	0.301160117
Mean	102.5777778
Median Absolute Deviation (MAD)	21.02182716
Skewness	0.6175542598
Sum	23080
Variance	687.5753968

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 53. 76.5 98.5 143. 194. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
86	10	4.4%
89	8	3.6%
91	7	3.1%
130	6	2.7%
90	6	2.7%
114	5	2.2%
93	5	2.2%
101	5	2.2%
94	5	2.2%
115	5	2.2%
Other values (86)	163	72.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
53	4	1.8%
54	1	0.4%
56	1	0.4%
60	2	0.9%
62	1	0.4%

Value	Count	Frequency (%)
194	1	0.4%
175	1	0.4%
170	1	0.4%
168	1	0.4%
166	1	0.4%

h1_sysbp_noninvasive_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	96
Unique (%)	42.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	123.69333333333333
Minimum	75.0
Maximum	215.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	75
5-th percentile	85.2
Q1	102
median	119
Q3	140
95-th percentile	174.8
Maximum	215
Range	140
Interquartile range (IQR)	38

Descriptive statistics

Standard deviation	28.47538411
Coefficient of variation (CV)	0.2302095298
Kurtosis	0.1096642743
Mean	123.6933333
Median Absolute Deviation (MAD)	22.88734815
Skewness	0.6735213993
Sum	27831
Variance	810.8475

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 75. 85.5 142.5 179.5 215. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
119	7	3.1%
102	7	3.1%
114	5	2.2%
139	5	2.2%
134	5	2.2%
98	5	2.2%
120	5	2.2%
115	5	2.2%
122	5	2.2%
111	5	2.2%
Other values (86)	171	76.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
75	2	0.9%
76	1	0.4%
78	2	0.9%
80	2	0.9%
82	3	1.3%

Value	Count	Frequency (%)
215	1	0.4%
208	1	0.4%
199	1	0.4%
197	1	0.4%
196	1	0.4%

h1_sysbp_noninvasive_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	95
Unique (%)	42.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	102.68888888888888
Minimum	53.0
Maximum	195.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	53
5-th percentile	65.2
Q1	86
median	98
Q3	119
95-th percentile	150.6
Maximum	195
Range	142
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	26.14521793
Coefficient of variation (CV)	0.2546061041
Kurtosis	0.3371717142
Mean	102.6888889
Median Absolute Deviation (MAD)	20.95269136
Skewness	0.6278627858
Sum	23105
Variance	683.5724206

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 53. 76.5 102.5 143. 195. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
86	10	4.4%
89	8	3.6%
91	6	2.7%
90	6	2.7%
130	6	2.7%
101	5	2.2%
114	5	2.2%
119	5	2.2%
115	5	2.2%
98	5	2.2%
Other values (85)	164	72.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
53	4	1.8%
54	1	0.4%
56	1	0.4%
60	2	0.9%
62	1	0.4%

Value	Count	Frequency (%)
195	1	0.4%
175	1	0.4%
170	1	0.4%
168	1	0.4%
166	1	0.4%

h1_temp_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	56
Unique (%)	24.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	36.46523569382223
Minimum	33.4
Maximum	39.5
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	33.4
5-th percentile	33.82
Q1	36
median	36.6
Q3	37
95-th percentile	38.18
Maximum	39.5
Range	6.1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.160893406
Coefficient of variation (CV)	0.03183562052
Kurtosis	1.118287033
Mean	36.46523569
Median Absolute Deviation (MAD)	0.8315718797
Skewness	-0.5930699499
Sum	8204.678031
Variance	1.347673499

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[33.4 33.45 35.79032 37.25 38.26264 39.5 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
36.4	14	6.2%
36.1	14	6.2%
36.8	13	5.8%
36.9	13	5.8%
37	11	4.9%
36.7	11	4.9%
36.6	11	4.9%
37.2	9	4.0%
33.4	8	3.6%
36.3	8	3.6%
Other values (46)	113	50.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
33.4	8	3.6%
33.5	1	0.4%
33.6	1	0.4%
33.8	2	0.9%
33.9	1	0.4%

Value	Count	Frequency (%)
39.5	2	0.9%
39.2	1	0.4%
38.8	2	0.9%
38.6142	1	0.4%
38.6	1	0.4%

h1_temp_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	62
Unique (%)	27.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	36.15604952097778
Minimum	32.9
Maximum	39.3
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	32.9
5-th percentile	33.32
Q1	35.72508
median	36.4
Q3	36.9
95-th percentile	38
Maximum	39.3
Range	6.4
Interquartile range (IQR)	1.17492

Descriptive statistics

Standard deviation	1.284040257
Coefficient of variation (CV)	0.03551384274
Kurtosis	0.7087918122
Mean	36.15604952
Median Absolute Deviation (MAD)	0.9510945161
Skewness	-0.690381211
Sum	8135.111142
Variance	1.648759381

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[32.9 33. 35.79032 37.25 38.26264 39.3 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
35.9	15	6.7%
36.8	13	5.8%
36.4	11	4.9%
36.5	11	4.9%
35.8	10	4.4%
36.3	10	4.4%
36.7	10	4.4%
36.9	9	4.0%
36	9	4.0%
32.9	8	3.6%
Other values (52)	119	52.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
32.9	8	3.6%
33.1	2	0.9%
33.2	1	0.4%
33.3	1	0.4%
33.4	1	0.4%

Value	Count	Frequency (%)
39.3	1	0.4%
39.2	1	0.4%
38.8	1	0.4%
38.6142	1	0.4%
38.6	1	0.4%

h1_wbc_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	166
Unique (%)	73.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	14.786773333333334
Minimum	1.1
Maximum	44.102
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	1.1
5-th percentile	3.82
Q1	8.7
median	13.4
Q3	19.8
95-th percentile	30.184
Maximum	44.102
Range	43.002
Interquartile range (IQR)	11.1

Descriptive statistics

Standard deviation	8.38461608
Coefficient of variation (CV)	0.567034869
Kurtosis	1.119875259
Mean	14.78677333
Median Absolute Deviation (MAD)	6.636950993
Skewness	0.9423710835
Sum	3327.024
Variance	70.30178681

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 1.1 5.61 14.35 25.41 44.102], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
16.8	4	1.8%
9.1	4	1.8%
10.1	3	1.3%
16.1	3	1.3%
1.1	3	1.3%
12.7	3	1.3%
11.1	3	1.3%
14	3	1.3%
6.1	3	1.3%
8.3	3	1.3%
Other values (156)	193	85.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.1	3	1.3%
1.4	1	0.4%
1.46	1	0.4%
1.9	1	0.4%
2	1	0.4%

Value	Count	Frequency (%)
44.102	2	0.9%
42.7	1	0.4%
38.8	1	0.4%
38.5	1	0.4%
36.1	1	0.4%

h1_wbc_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	168
Unique (%)	74.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	14.528237333333333
Minimum	1.0898
Maximum	44.102
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	1.0898
5-th percentile	3.82
Q1	8.53
median	13.4
Q3	19.12
95-th percentile	29.94
Maximum	44.102
Range	43.0122
Interquartile range (IQR)	10.59

Descriptive statistics

Standard deviation	8.28881529
Coefficient of variation (CV)	0.5705313797
Kurtosis	1.344591278
Mean	14.52823733
Median Absolute Deviation (MAD)	6.501466477
Skewness	0.9897886026
Sum	3268.8534
Variance	68.70445892

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 1.0898 25.41 44.102 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
16.8	4	1.8%
9.1	4	1.8%
6.7	3	1.3%
17.9	3	1.3%
12.7	3	1.3%
8.3	3	1.3%
16.1	3	1.3%
11.1	3	1.3%
1.0898	3	1.3%
6.1	3	1.3%
Other values (158)	193	85.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.0898	3	1.3%
1.4	1	0.4%
1.46	1	0.4%
1.9	1	0.4%
2	1	0.4%

Value	Count	Frequency (%)
44.102	2	0.9%
42.7	1	0.4%
38.8	1	0.4%
38.5	1	0.4%
36.1	1	0.4%

heart_rate_apache
Real number (ℝ_≥0)

Distinct count	95
Unique (%)	42.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	108.53777777777778
Minimum	30.0
Maximum	178.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	30
5-th percentile	51
Q1	94
median	114
Q3	130
95-th percentile	155.8
Maximum	178
Range	148
Interquartile range (IQR)	36

Descriptive statistics

Standard deviation	31.55833098
Coefficient of variation (CV)	0.2907589562
Kurtosis	-0.1406754944
Mean	108.5377778
Median Absolute Deviation (MAD)	24.48146173
Skewness	-0.5270702262
Sum	24421
Variance	995.928254

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 30. 50. 63.5 85.5 112.5 120.5 146. 178. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
114	9	4.0%
118	8	3.6%
99	7	3.1%
94	6	2.7%
120	6	2.7%
96	6	2.7%
109	5	2.2%
106	5	2.2%
119	5	2.2%
123	4	1.8%
Other values (85)	164	72.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
30	3	1.3%
38	2	0.9%
39	1	0.4%
44	1	0.4%
45	1	0.4%

Value	Count	Frequency (%)
178	1	0.4%
170	1	0.4%
169	1	0.4%
164	1	0.4%
163	1	0.4%

height
Real number (ℝ_≥0)

Distinct count	59
Unique (%)	26.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	171.54088888888887
Minimum	142.2
Maximum	193.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	142.2
5-th percentile	154.9
Q1	165.1
median	172.7
Q3	180
95-th percentile	185.416
Maximum	193
Range	50.8
Interquartile range (IQR)	14.9

Descriptive statistics

Standard deviation	10.3097573
Coefficient of variation (CV)	0.06010087373
Kurtosis	-0.5003345108
Mean	171.5408889
Median Absolute Deviation (MAD)	8.55635358
Skewness	-0.3123879936
Sum	38596.7
Variance	106.2910956

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[142.2 154.45 165.05 165.55 167.3 ... 182.85 182.95 185.2 185.41 193. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
177.8	20	8.9%
165.1	15	6.7%
167.6	14	6.2%
172.7	14	6.2%
175.3	12	5.3%
182.9	12	5.3%
162.6	9	4.0%
157.5	9	4.0%
185.4	9	4.0%
160	8	3.6%
Other values (49)	103	45.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
142.2	1	0.4%
147.3	2	0.9%
149	2	0.9%
149.9	2	0.9%
152	1	0.4%

Value	Count	Frequency (%)
193	2	0.9%
190.5	1	0.4%
190	1	0.4%
188	6	2.7%
187.9	1	0.4%

hematocrit_apache
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	130
Unique (%)	57.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	28.44311111111111
Minimum	16.2
Maximum	51.4
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	16.2
5-th percentile	18.52
Q1	23.4
median	28.1
Q3	33.1
95-th percentile	38
Maximum	51.4
Range	35.2
Interquartile range (IQR)	9.7

Descriptive statistics

Standard deviation	6.377797643
Coefficient of variation (CV)	0.2242299592
Kurtosis	0.30733796
Mean	28.44311111
Median Absolute Deviation (MAD)	5.198230123
Skewness	0.3483978397
Sum	6399.7
Variance	40.67630278

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[16.2 21.95 37.15 41.65 51.4 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
16.2	6	2.7%
24	6	2.7%
33.7	4	1.8%
31.8	4	1.8%
25	4	1.8%
23	4	1.8%
27	4	1.8%
28	4	1.8%
40	3	1.3%
38	3	1.3%
Other values (120)	183	81.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
16.2	6	2.7%
16.7	1	0.4%
17.3	1	0.4%
17.6	1	0.4%
18	2	0.9%

Value	Count	Frequency (%)
51.4	2	0.9%
43.3	1	0.4%
40	3	1.3%
39.8	1	0.4%
39.7	1	0.4%

hepatic_failure
Boolean

Distinct count	2
Unique (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

0	214
1	11

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	214	95.1%
1	11	4.9%

hospital_admit_source
Categorical

Distinct count	10
Unique (%)	4.4%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

Operating Room	103
Direct Admit	42
Emergency Department	36
Recovery Room	15
Floor	11
Other values (5)	18

Toggle details

Value	Count	Frequency (%)
Operating Room	103	45.8%
Direct Admit	42	18.7%
Emergency Department	36	16.0%
Recovery Room	15	6.7%
Floor	11	4.9%
Other Hospital	11	4.9%
Acute Care/Floor	3	1.3%
PACU	2	0.9%
Step-Down Unit (SDU)	1	0.4%
Observation	1	0.4%

Composition

Contains chars	True
Contains digits	False
Contains whitespace	True
Contains non-words	True

Length

Max length	20
Mean length	14.03111111
Min length	4

hospital_id
Real number (ℝ_≥0)

Distinct count	47
Unique (%)	20.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	126.01333333333334
Minimum	1
Maximum	204
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	1
5-th percentile	20.4
Q1	86
median	133
Q3	176
95-th percentile	197
Maximum	204
Range	203
Interquartile range (IQR)	90

Descriptive statistics

Standard deviation	59.58880528
Coefficient of variation (CV)	0.4728769861
Kurtosis	-1.045103239
Mean	126.0133333
Median Absolute Deviation (MAD)	52.368
Skewness	-0.4630321693
Sum	28353
Variance	3550.825714

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 1. 84.5 93.5 99. 100.5 ... 187. 188.5 193.5 196.5 204. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
163	21	9.3%
196	20	8.9%
161	14	6.2%
100	12	5.3%
176	12	5.3%
39	12	5.3%
89	11	4.9%
118	11	4.9%
55	10	4.4%
188	9	4.0%
Other values (37)	93	41.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	2	0.9%
2	1	0.4%
7	5	2.2%
10	2	0.9%
19	2	0.9%

Value	Count	Frequency (%)
204	1	0.4%
203	8	3.6%
197	4	1.8%
196	20	8.9%
191	1	0.4%

icu_id
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	73
Unique (%)	32.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	640.6844444444445
Minimum	85
Maximum	1111
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	85
5-th percentile	100.4
Q1	404
median	616
Q3	973
95-th percentile	1078
Maximum	1111
Range	1026
Interquartile range (IQR)	569

Descriptive statistics

Standard deviation	319.8715883
Coefficient of variation (CV)	0.4992654201
Kurtosis	-1.172711829
Mean	640.6844444
Median Absolute Deviation (MAD)	277.1576889
Skewness	-0.1137698547
Sum	144154
Variance	102317.833

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 85. 138. 372.5 428.5 484. ... 858.5 962.5 1074.5 1092.5 1111. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1078	21	9.3%
809	20	8.9%
133	11	4.9%
413	10	4.4%
841	9	4.0%
391	9	4.0%
611	8	3.6%
619	7	3.1%
1027	6	2.7%
975	6	2.7%
Other values (63)	118	52.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
85	3	1.3%
91	1	0.4%
92	1	0.4%
95	4	1.8%
97	2	0.9%

Value	Count	Frequency (%)
1111	1	0.4%
1109	2	0.9%
1107	2	0.9%
1078	21	9.3%
1071	1	0.4%

icu_stay_type
Categorical

Distinct count	2
Unique (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

admit	219
transfer	6

Toggle details

Value	Count	Frequency (%)
admit	219	97.3%
transfer	6	2.7%

Composition

Contains chars	True
Contains digits	False
Contains whitespace	False
Contains non-words	False

Length

Max length	8
Mean length	5.08
Min length	5

immunosuppression
Boolean

Distinct count	2
Unique (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

0	215
1	10

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	215	95.6%
1	10	4.4%

intubated_apache
Boolean

Distinct count	2
Unique (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

1	198
0	27

Toggle details

Frequency Table

Value	Count	Frequency (%)
1	198	88.0%
0	27	12.0%

leukemia
Boolean

Distinct count	2
Unique (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

0	224
1	1

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	224	99.6%
1	1	0.4%

lymphoma
Boolean

Distinct count	2
Unique (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

0	224
1	1

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	224	99.6%
1	1	0.4%

pao2_apache
Real number (ℝ_≥0)

Distinct count	153
Unique (%)	68.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	148.15600000000003
Minimum	34.3
Maximum	494.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	34.3
5-th percentile	57
Q1	86
median	124
Q3	181
95-th percentile	327.6
Maximum	494
Range	459.7
Interquartile range (IQR)	95

Descriptive statistics

Standard deviation	86.21015007
Coefficient of variation (CV)	0.5818876729
Kurtosis	2.874787251
Mean	148.156
Median Absolute Deviation (MAD)	63.75985778
Skewness	1.605026981
Sum	33335.1
Variance	7432.189975

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 34.3 70.45 142.5 229. 494. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
140	5	2.2%
84	5	2.2%
75	4	1.8%
117	4	1.8%
100	4	1.8%
73	3	1.3%
92	3	1.3%
116	3	1.3%
118	3	1.3%
150	3	1.3%
Other values (143)	188	83.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
34.3	1	0.4%
36	2	0.9%
40	2	0.9%
41	1	0.4%
50	1	0.4%

Value	Count	Frequency (%)
494	1	0.4%
487	1	0.4%
445	1	0.4%
426	1	0.4%
402	1	0.4%

pre_icu_los_days
Real number (ℝ)

ZEROS

Distinct count	177
Unique (%)	78.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.7806851851866667
Minimum	-0.013888889
Maximum	12.47638889
Zeros	23
Zeros (%)	10.2%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	-0.013888889
5-th percentile	0
Q1	0.022916667
median	0.215277778
Q3	0.44375
95-th percentile	5.005
Maximum	12.47638889
Range	12.49027778
Interquartile range (IQR)	0.420833333

Descriptive statistics

Standard deviation	1.687780341
Coefficient of variation (CV)	2.161921825
Kurtosis	15.77405495
Mean	0.7806851852
Median Absolute Deviation (MAD)	0.9806317695
Skewness	3.628911079
Sum	175.6541667
Variance	2.848602478

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[-1.38888890e-02 -6.94444450e-03 7.98611100e-03 3.68750000e-01 6.71875000e-01 2.11041667e+00 6.60347222e+00 1.24763889e+01], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	23	10.2%
0.000694444	4	1.8%
0.004166667	3	1.3%
0.002777778	3	1.3%
0.030555556	3	1.3%
0.016666667	3	1.3%
0.004861111	3	1.3%
0.097222222	2	0.9%
0.304166667	2	0.9%
0.007638889	2	0.9%
Other values (167)	177	78.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.013888889	1	0.4%
0	23	10.2%
0.000694444	4	1.8%
0.001388889	1	0.4%
0.002777778	3	1.3%

Value	Count	Frequency (%)
12.47638889	1	0.4%
9.971527778	1	0.4%
6.779861111	1	0.4%
6.427083333	1	0.4%
6.288888889	1	0.4%

readmission_status
Boolean

CONST

Distinct count	1
Unique (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

0	225

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	225	100.0%

resprate_apache
Real number (ℝ_≥0)

Distinct count	41
Unique (%)	18.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	22.407111111111114
Minimum	4.0
Maximum	60.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	4
5-th percentile	4
Q1	8
median	24
Q3	35
95-th percentile	52.2
Maximum	60
Range	56
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	15.80224733
Coefficient of variation (CV)	0.7052335863
Kurtosis	-0.9333909686
Mean	22.40711111
Median Absolute Deviation (MAD)	14.27361975
Skewness	0.4357306481
Sum	5041.6
Variance	249.7110206

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 4. 4.5 14.5 27.5 38.5 60. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
4	31	13.8%
10	12	5.3%
12	12	5.3%
30	11	4.9%
8	11	4.9%
7	11	4.9%
28	10	4.4%
31	9	4.0%
36	8	3.6%
32	8	3.6%
Other values (31)	102	45.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	31	13.8%
5	7	3.1%
6	5	2.2%
7	11	4.9%
8	11	4.9%

Value	Count	Frequency (%)
60	2	0.9%
58	4	1.8%
56	2	0.9%
54	2	0.9%
53	2	0.9%

sodium_apache
Real number (ℝ_≥0)

Distinct count	34
Unique (%)	15.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	139.8231111111111
Minimum	117.0
Maximum	158.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	117
5-th percentile	132
Q1	136
median	139
Q3	142
95-th percentile	152.8
Maximum	158
Range	41
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	6.203037786
Coefficient of variation (CV)	0.04436346565
Kurtosis	1.817262774
Mean	139.8231111
Median Absolute Deviation (MAD)	4.401951605
Skewness	0.6509282011
Sum	31460.2
Variance	38.47767778

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[117. 129.5 133.5 143.5 158. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
138	27	12.0%
140	25	11.1%
137	19	8.4%
139	18	8.0%
135	14	6.2%
136	14	6.2%
141	14	6.2%
142	14	6.2%
143	11	4.9%
134	10	4.4%
Other values (24)	59	26.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
117	1	0.4%
122	1	0.4%
128	2	0.9%
129	1	0.4%
130	2	0.9%

Value	Count	Frequency (%)
158	4	1.8%
157	2	0.9%
156	1	0.4%
155	1	0.4%
154	2	0.9%

solid_tumor_with_metastasis
Boolean

Distinct count	2
Unique (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

0	221
1	4

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	221	98.2%
1	4	1.8%

temp_apache
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	60
Unique (%)	26.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	35.79008888888889
Minimum	32.1
Maximum	39.7
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	32.1
5-th percentile	32.5
Q1	35.2
median	36
Q3	36.6
95-th percentile	37.58
Maximum	39.7
Range	7.6
Interquartile range (IQR)	1.4

Descriptive statistics

Standard deviation	1.525730502
Coefficient of variation (CV)	0.0426299724
Kurtosis	0.9372904961
Mean	35.79008889
Median Absolute Deviation (MAD)	1.098193383
Skewness	-0.6425658832
Sum	8052.77
Variance	2.327853563

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[32.1 32.15 34.75 35.79 37.05 39.7 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
36.5	16	7.1%
36	14	6.2%
35.9	14	6.2%
36.8	13	5.8%
36.2	10	4.4%
36.4	10	4.4%
37	10	4.4%
36.6	9	4.0%
35.8	9	4.0%
32.1	8	3.6%
Other values (50)	112	49.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
32.1	8	3.6%
32.2	2	0.9%
32.3	1	0.4%
32.5	2	0.9%
32.7	5	2.2%

Value	Count	Frequency (%)
39.7	3	1.3%
39.5	1	0.4%
39.44	1	0.4%
39.11	1	0.4%
38.8	1	0.4%

ventilated_apache
Boolean

Distinct count	2
Unique (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

1	214
0	11

Toggle details

Frequency Table

Value	Count	Frequency (%)
1	214	95.1%
0	11	4.9%

wbc_apache
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	178
Unique (%)	79.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	14.734622222222223
Minimum	0.9
Maximum	45.8
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	0.9
5-th percentile	3.04
Q1	7.1
median	13.52
Q3	20.9
95-th percentile	29.896
Maximum	45.8
Range	44.9
Interquartile range (IQR)	13.8

Descriptive statistics

Standard deviation	9.137978049
Coefficient of variation (CV)	0.6201705012
Kurtosis	0.5077629145
Mean	14.73462222
Median Absolute Deviation (MAD)	7.503063704
Skewness	0.7767582263
Sum	3315.29
Variance	83.50264283

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0.9 27.77 45.8 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
5.2	5	2.2%
6.7	4	1.8%
7.9	4	1.8%
5.7	3	1.3%
0.9	3	1.3%
13.5	3	1.3%
16.9	2	0.9%
9.9	2	0.9%
28.8	2	0.9%
12.9	2	0.9%
Other values (168)	195	86.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.9	3	1.3%
1.28	1	0.4%
1.4	1	0.4%
1.46	1	0.4%
1.7	1	0.4%

Value	Count	Frequency (%)
45.8	2	0.9%
44.9	1	0.4%
38.8	1	0.4%
38.5	1	0.4%
36.1	1	0.4%

weight
Real number (ℝ_≥0)

Distinct count	188
Unique (%)	83.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	89.56293333333333
Minimum	38.6
Maximum	186.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.9 KiB

Toggle details

Quantile statistics

Minimum	38.6
5-th percentile	55.1
Q1	72
median	86
Q3	105.4
95-th percentile	129.8
Maximum	186
Range	147.4
Interquartile range (IQR)	33.4

Descriptive statistics

Standard deviation	24.87903512
Coefficient of variation (CV)	0.2777827188
Kurtosis	1.229049489
Mean	89.56293333
Median Absolute Deviation (MAD)	19.71549985
Skewness	0.7573622399
Sum	20151.66
Variance	618.9663887

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 38.6 58.95 115.55 131.4 186. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
96	3	1.3%
108.86	3	1.3%
71.2	3	1.3%
114	3	1.3%
63.5	3	1.3%
72.6	3	1.3%
105	3	1.3%
90.7	3	1.3%
72.5	3	1.3%
82.1	2	0.9%
Other values (178)	196	87.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
38.6	1	0.4%
39.2	1	0.4%
41	1	0.4%
43	1	0.4%
45	1	0.4%

Value	Count	Frequency (%)
186	1	0.4%
185.06	1	0.4%
161	1	0.4%
157.9	1	0.4%
149.8	1	0.4%

Count
Matrix

First rows

	age	apache_2_diagnosis	bilirubin_apache	bmi	cirrhosis	d1_albumin_max	d1_albumin_min	d1_arterial_pco2_max	d1_arterial_pco2_min	d1_arterial_ph_max	d1_arterial_ph_min	d1_arterial_po2_max	d1_arterial_po2_min	d1_bilirubin_max	d1_bilirubin_min	d1_bun_max	d1_bun_min	d1_calcium_max	d1_calcium_min	d1_diasbp_invasive_max	d1_diasbp_invasive_min	d1_diasbp_max	d1_diasbp_min	d1_diasbp_noninvasive_max	d1_diasbp_noninvasive_min	d1_glucose_max	d1_hco3_max	d1_hco3_min	d1_heartrate_max	d1_heartrate_min	d1_hemaglobin_max	d1_hemaglobin_min	d1_hematocrit_max	d1_hematocrit_min	d1_inr_max	d1_inr_min	d1_mbp_max	d1_mbp_min	d1_mbp_noninvasive_max	d1_mbp_noninvasive_min	d1_pao2fio2ratio_max	d1_pao2fio2ratio_min	d1_platelets_max	d1_platelets_min	d1_resprate_max	d1_resprate_min	d1_sodium_max	d1_sodium_min	d1_spo2_max	d1_spo2_min	d1_sysbp_invasive_max	d1_sysbp_invasive_min	d1_sysbp_max	d1_sysbp_noninvasive_max	d1_temp_max	d1_temp_min	d1_wbc_max	d1_wbc_min	df_index	diabetes_mellitus	encounter_id	ethnicity	gcs_motor_apache	gender	h1_arterial_pco2_max	h1_arterial_pco2_min	h1_arterial_ph_max	h1_arterial_ph_min	h1_arterial_po2_max	h1_arterial_po2_min	h1_bilirubin_max	h1_bilirubin_min	h1_bun_max	h1_bun_min	h1_calcium_max	h1_calcium_min	h1_creatinine_max	h1_creatinine_min	h1_diasbp_max	h1_diasbp_min	h1_diasbp_noninvasive_max	h1_diasbp_noninvasive_min	h1_glucose_max	h1_glucose_min	h1_hco3_max	h1_hco3_min	h1_heartrate_max	h1_heartrate_min	h1_hemaglobin_max	h1_hemaglobin_min	h1_hematocrit_max	h1_hematocrit_min	h1_inr_max	h1_inr_min	h1_mbp_invasive_max	h1_mbp_invasive_min	h1_mbp_max	h1_mbp_min	h1_pao2fio2ratio_max	h1_pao2fio2ratio_min	h1_platelets_max	h1_platelets_min	h1_potassium_max	h1_potassium_min	h1_resprate_max	h1_resprate_min	h1_sodium_max	h1_sodium_min	h1_spo2_max	h1_spo2_min	h1_sysbp_max	h1_sysbp_min	h1_sysbp_noninvasive_max	h1_sysbp_noninvasive_min	h1_temp_max	h1_temp_min	h1_wbc_max	h1_wbc_min	heart_rate_apache	height	hematocrit_apache	hospital_admit_source	hospital_id	icu_id	icu_stay_type	intubated_apache	pao2_apache	pre_icu_los_days	resprate_apache	sodium_apache	solid_tumor_with_metastasis	temp_apache	ventilated_apache	wbc_apache	weight
0	35.0	103.0	5.0	33.582720	0	2.3	2.2	43.0	35.0	7.44	7.35	109.000	69.0	5.0	4.6	17.0	16.0	7.3	7.2	68.0	48.0	68.0	48.0	74.0	74.0	123.0	24.0	23.0	110.0	94.0	12.5	12.4	36.8	36.7	1.2	1.2	88.0	88.0	88.0	88.0	121.111111	69.000000	165.0	159.00	25.0	22.0	140.0	138.0	99.0	82.0	138.0	94.0	138.0	119.0	38.8	37.4	10.0	9.9	669	0	161283	Caucasian	1.0	M	37.0	37.0	7.39	7.39	73.0	73.0	4.6	4.6	16.0	16.0	7.2	7.2	1.28	1.28	58.0	48.0	74.0	74.0	123.0	123.0	23.0	23.0	110.0	106.0	12.4	12.4	36.7	36.7	1.2	1.2	74.0	64.0	88.0	88.0	73.000000	73.00	159.0	159.0	4.3	4.3	22.0	22.0	140.0	140.0	97.0	94.0	106.0	94.0	119.0	119.0	38.6	38.6	9.9	9.9	114.0	175.3	36.7	Direct Admit	118	92	admit	1	75.0	0.020139	23.0	138.0	0	37.4	1	9.9	103.2
1	46.0	308.0	0.3	24.756677	0	1.2	1.1	37.0	21.0	7.47	7.34	540.865	123.0	0.3	0.3	15.0	11.0	7.9	5.7	120.0	32.0	90.0	39.0	90.0	39.0	145.0	22.0	16.0	126.0	56.0	9.8	7.1	27.6	22.1	1.4	1.2	111.0	44.0	111.0	44.0	577.000000	123.000000	379.0	202.00	28.0	8.0	136.0	131.0	100.0	98.0	130.0	76.0	124.0	124.0	37.6	36.7	24.7	18.5	970	0	271250	African American	6.0	M	21.0	21.0	7.47	7.47	123.0	123.0	0.3	0.3	11.0	11.0	5.7	5.7	1.18	1.18	71.0	39.0	71.0	39.0	131.0	102.0	16.0	16.0	122.0	56.0	7.1	7.1	22.1	22.1	1.4	1.2	72.0	68.0	82.0	44.0	123.000000	123.00	379.0	379.0	2.8	2.8	23.0	15.0	136.0	136.0	100.0	100.0	111.0	53.0	111.0	53.0	37.1	37.1	18.9	18.9	126.0	188.0	23.3	Operating Room	118	102	admit	0	123.0	0.004167	7.0	136.0	0	36.7	1	24.7	87.5
2	49.0	304.0	3.8	21.938505	1	2.9	2.4	44.0	35.0	7.48	7.43	140.000	138.0	3.8	1.7	17.0	13.0	9.2	8.4	83.0	55.0	89.0	13.0	89.0	13.0	235.0	29.0	25.0	117.0	87.0	10.6	9.5	30.3	26.8	1.8	1.2	119.0	105.0	119.0	105.0	233.333333	138.000000	86.0	62.00	33.0	12.0	150.0	144.0	100.0	92.0	208.0	139.0	163.0	163.0	37.7	35.7	7.9	5.7	2015	1	222398	Hispanic	6.0	M	44.0	35.0	7.48	7.43	140.0	138.0	2.5	2.5	15.0	15.0	9.2	9.2	0.70	0.70	37.0	22.0	37.0	22.0	134.0	127.0	29.0	29.0	117.0	95.0	10.6	10.6	30.3	30.3	1.8	1.2	139.0	95.0	139.0	95.0	233.333333	138.00	86.0	86.0	3.5	3.5	28.0	12.0	150.0	150.0	100.0	100.0	142.0	142.0	142.0	142.0	37.7	37.7	5.8	5.8	117.0	165.1	29.2	Direct Admit	118	85	admit	1	140.0	0.331250	28.0	150.0	0	35.7	1	5.7	59.8
3	51.0	304.0	0.4	47.201383	0	3.8	3.5	56.0	42.0	7.34	7.28	84.000	68.0	0.4	0.3	15.0	12.0	8.3	8.1	74.0	48.0	81.0	50.0	81.0	50.0	302.0	27.0	24.0	97.0	66.0	13.7	11.7	41.9	36.5	1.0	1.0	97.0	58.0	97.0	58.0	97.142857	84.000000	187.0	164.00	34.0	9.0	137.0	136.0	100.0	86.0	138.0	78.0	140.0	140.0	38.6	35.6	12.9	11.3	2806	1	260239	Caucasian	6.0	M	56.0	56.0	7.28	7.28	84.0	84.0	0.4	0.4	12.0	12.0	8.3	8.3	1.45	1.45	66.0	66.0	66.0	66.0	201.0	149.0	27.0	27.0	97.0	92.0	13.7	13.7	41.9	41.9	1.0	1.0	93.0	74.0	93.0	74.0	84.000000	84.00	187.0	187.0	4.7	4.7	22.0	15.0	137.0	137.0	93.0	86.0	125.0	125.0	125.0	125.0	38.1	36.8	12.9	12.9	97.0	182.9	36.5	Operating Room	118	102	admit	1	84.0	0.001389	34.0	136.0	1	35.6	1	12.9	157.9
4	86.0	114.0	1.9	27.325310	0	1.6	1.6	48.0	32.0	7.44	7.03	328.000	71.0	1.9	1.9	44.0	35.0	9.5	8.9	80.0	30.0	62.0	58.0	62.0	58.0	119.0	25.0	18.0	128.0	73.0	8.1	7.2	26.6	24.7	3.5	3.5	90.0	75.0	90.0	75.0	328.000000	71.000000	91.0	73.00	35.0	14.0	143.0	140.0	100.0	90.0	163.0	75.0	129.0	129.0	37.5	36.5	8.2	5.2	3659	0	278906	Caucasian	1.0	F	48.0	48.0	7.03	7.03	71.0	71.0	1.9	1.9	35.0	35.0	8.9	8.9	1.13	1.13	58.0	58.0	58.0	58.0	59.0	42.0	18.0	18.0	128.0	114.0	7.2	7.2	24.7	24.7	3.5	3.5	50.0	50.0	76.0	75.0	71.000000	71.00	73.0	73.0	4.1	4.1	32.0	18.0	143.0	143.0	100.0	90.0	103.0	103.0	103.0	103.0	36.9	36.8	5.2	5.2	134.0	149.9	24.7	Emergency Department	118	114	admit	1	328.0	0.821528	33.0	140.0	0	36.5	1	5.2	61.4
5	69.0	113.0	0.3	25.101444	0	2.1	2.1	36.0	26.0	7.51	6.89	223.000	130.0	0.3	0.3	91.0	41.0	8.9	7.5	65.0	32.0	80.0	37.0	80.0	37.0	611.0	23.0	8.0	127.0	80.0	9.4	9.4	32.0	32.0	1.1	1.1	96.0	61.0	96.0	61.0	446.000000	260.000000	567.0	557.45	31.0	0.0	145.0	141.0	100.0	98.0	144.0	89.0	134.0	134.0	37.2	32.7	21.6	21.6	4056	1	265796	Caucasian	6.0	M	36.0	36.0	6.93	6.90	223.0	223.0	0.3	0.3	87.0	87.0	8.8	8.8	11.49	11.49	56.0	37.0	56.0	37.0	618.0	618.0	8.0	8.0	114.0	82.0	9.4	9.4	32.0	32.0	1.1	1.1	75.0	65.0	81.0	77.0	446.000000	446.00	567.0	567.0	6.5	6.5	31.0	0.0	141.0	141.0	100.0	100.0	117.0	71.0	117.0	71.0	33.4	32.9	21.6	21.6	127.0	180.3	24.1	Emergency Department	83	95	admit	1	130.0	0.002778	43.0	141.0	0	32.7	1	21.6	81.6
6	73.0	114.0	0.4	32.088687	0	2.9	2.7	49.0	41.0	7.27	7.21	105.000	68.0	0.5	0.4	25.0	24.0	7.3	7.1	65.0	37.0	59.0	43.0	59.0	43.0	135.0	22.0	19.0	85.0	72.0	9.5	7.7	28.5	23.4	1.2	1.1	82.0	53.0	82.0	53.0	131.250000	75.555556	291.0	290.00	92.0	0.0	126.0	122.0	100.0	71.0	150.0	83.0	111.0	111.0	37.7	35.9	20.0	16.6	4206	1	158248	Caucasian	4.0	F	49.0	49.0	7.21	7.21	105.0	105.0	0.4	0.4	25.0	25.0	7.1	7.1	1.14	1.14	59.0	59.0	59.0	59.0	135.0	131.0	22.0	22.0	77.0	75.0	7.7	7.7	23.4	23.4	1.2	1.1	82.0	81.0	82.0	82.0	131.250000	131.25	291.0	291.0	4.7	4.7	14.0	14.0	122.0	122.0	99.0	96.0	111.0	111.0	111.0	111.0	35.9	35.9	20.0	20.0	83.0	157.5	23.4	Direct Admit	83	95	admit	1	75.0	0.002778	56.0	122.0	0	35.9	1	20.0	79.6
7	46.0	304.0	0.6	40.516071	0	3.2	3.2	61.0	42.0	7.42	7.19	210.000	88.0	0.6	0.6	18.0	15.0	8.3	8.0	102.0	48.0	67.0	43.0	67.0	43.0	269.0	27.0	25.0	114.0	77.0	12.0	11.3	36.8	34.5	1.1	1.1	93.0	67.0	93.0	67.0	308.333333	210.000000	302.0	282.00	32.0	0.0	139.0	137.0	100.0	88.0	295.0	87.0	146.0	146.0	37.8	36.5	10.0	9.3	4539	1	235426	Caucasian	6.0	M	57.0	57.0	7.22	7.22	210.0	210.0	0.6	0.6	15.0	15.0	8.0	8.0	1.13	1.13	67.0	52.0	67.0	52.0	218.0	218.0	25.0	25.0	114.0	97.0	12.0	12.0	36.8	36.8	1.1	1.1	95.0	71.0	93.0	69.0	210.000000	210.00	302.0	302.0	3.9	3.9	22.0	5.0	139.0	139.0	98.0	95.0	146.0	98.0	146.0	98.0	36.7	36.5	10.0	10.0	113.0	188.0	34.5	Operating Room	83	95	admit	1	210.0	0.004167	35.0	137.0	0	36.5	1	9.3	143.2
8	78.0	304.0	1.7	37.887310	0	2.7	2.6	37.0	35.0	7.40	7.38	279.000	124.0	1.7	1.2	15.0	13.0	7.9	7.9	84.0	61.0	74.0	61.0	74.0	61.0	139.0	26.0	25.0	71.0	54.0	12.2	11.7	36.4	35.3	1.1	1.1	106.0	88.0	106.0	88.0	296.808511	248.000000	218.0	189.00	27.0	7.0	140.0	139.0	100.0	93.0	159.0	75.0	160.0	160.0	37.3	36.9	14.2	12.1	4588	0	160224	Caucasian	6.0	M	37.0	35.0	7.40	7.38	279.0	124.0	1.2	1.2	13.0	13.0	7.9	7.9	1.03	1.03	70.0	61.0	70.0	61.0	132.0	116.0	25.0	25.0	60.0	54.0	12.2	12.2	36.4	36.4	1.1	1.1	97.0	87.0	101.0	88.0	296.808511	248.00	218.0	218.0	3.7	3.7	20.0	12.0	139.0	139.0	100.0	99.0	152.0	137.0	152.0	137.0	37.1	37.1	12.1	12.1	52.0	172.7	35.3	Operating Room	118	85	admit	0	124.0	0.004861	7.0	139.0	0	36.9	1	14.2	113.0
9	62.0	301.0	0.8	32.183440	0	3.4	3.2	42.0	39.0	7.41	7.31	128.000	84.0	0.8	0.8	17.0	17.0	8.2	8.0	86.0	36.0	109.0	52.0	109.0	52.0	160.0	25.0	21.0	90.0	44.0	12.9	11.6	38.0	34.8	1.0	1.0	162.0	66.0	162.0	66.0	256.000000	168.000000	213.0	211.00	25.0	4.0	141.0	141.0	100.0	93.0	188.0	104.0	197.0	197.0	38.0	34.6	20.1	14.5	4765	0	249768	Caucasian	1.0	M	42.0	42.0	7.31	7.31	84.0	84.0	0.8	0.8	17.0	17.0	8.0	8.0	0.84	0.84	103.0	68.0	103.0	68.0	160.0	160.0	21.0	21.0	88.0	44.0	12.9	12.9	38.0	38.0	1.0	1.0	100.0	84.0	162.0	85.0	168.000000	168.00	213.0	213.0	3.5	3.5	25.0	4.0	141.0	141.0	100.0	93.0	197.0	127.0	197.0	127.0	36.8	34.6	20.1	20.1	48.0	175.3	34.8	Direct Admit	118	100	admit	1	128.0	0.086111	15.0	141.0	0	34.8	1	20.1	98.9

Last rows

	age	apache_2_diagnosis	bilirubin_apache	bmi	cirrhosis	d1_albumin_max	d1_albumin_min	d1_arterial_pco2_max	d1_arterial_pco2_min	d1_arterial_ph_max	d1_arterial_ph_min	d1_arterial_po2_max	d1_arterial_po2_min	d1_bilirubin_max	d1_bilirubin_min	d1_bun_max	d1_bun_min	d1_calcium_max	d1_calcium_min	d1_diasbp_invasive_max	d1_diasbp_invasive_min	d1_diasbp_max	d1_diasbp_min	d1_diasbp_noninvasive_max	d1_diasbp_noninvasive_min	d1_glucose_max	d1_hco3_max	d1_hco3_min	d1_heartrate_max	d1_heartrate_min	d1_hemaglobin_max	d1_hemaglobin_min	d1_hematocrit_max	d1_hematocrit_min	d1_inr_max	d1_inr_min	d1_mbp_max	d1_mbp_min	d1_mbp_noninvasive_max	d1_mbp_noninvasive_min	d1_pao2fio2ratio_max	d1_pao2fio2ratio_min	d1_platelets_max	d1_platelets_min	d1_resprate_max	d1_resprate_min	d1_sodium_max	d1_sodium_min	d1_spo2_max	d1_spo2_min	d1_sysbp_invasive_max	d1_sysbp_invasive_min	d1_sysbp_max	d1_sysbp_noninvasive_max	d1_temp_max	d1_temp_min	d1_wbc_max	d1_wbc_min	df_index	encounter_id	ethnicity	gcs_motor_apache	gender	h1_arterial_pco2_max	h1_arterial_pco2_min	h1_arterial_ph_max	h1_arterial_ph_min	h1_arterial_po2_max	h1_arterial_po2_min	h1_bilirubin_max	h1_bilirubin_min	h1_bun_max	h1_bun_min	h1_calcium_max	h1_calcium_min	h1_creatinine_max	h1_creatinine_min	h1_diasbp_max	h1_diasbp_min	h1_diasbp_noninvasive_max	h1_diasbp_noninvasive_min	h1_glucose_max	h1_glucose_min	h1_hco3_max	h1_hco3_min	h1_heartrate_max	h1_heartrate_min	h1_hemaglobin_max	h1_hemaglobin_min	h1_hematocrit_max	h1_hematocrit_min	h1_inr_max	h1_inr_min	h1_mbp_invasive_max	h1_mbp_invasive_min	h1_mbp_max	h1_mbp_min	h1_pao2fio2ratio_max	h1_pao2fio2ratio_min	h1_platelets_max	h1_platelets_min	h1_potassium_max	h1_potassium_min	h1_resprate_max	h1_resprate_min	h1_sodium_max	h1_sodium_min	h1_spo2_max	h1_spo2_min	h1_sysbp_max	h1_sysbp_min	h1_sysbp_noninvasive_max	h1_sysbp_noninvasive_min	h1_temp_max	h1_temp_min	h1_wbc_max	h1_wbc_min	heart_rate_apache	height	hematocrit_apache	hepatic_failure	hospital_admit_source	hospital_id	icu_id	icu_stay_type	immunosuppression	intubated_apache	leukemia	pao2_apache	pre_icu_los_days	resprate_apache	sodium_apache	temp_apache	ventilated_apache	wbc_apache	weight
215	56.0	304.0	5.1	43.314501	1	2.7	2.0	50.0	37.0	7.390	7.270	117.000	82.0	5.1	3.3	20.0	18.0	9.7	8.6	63.0	43.0	62.0	34.0	62.0	34.0	269.0	24.0	23.0	119.0	88.0	15.9	7.2	46.0	20.0	1.60	1.40	69.0	48.0	69.0	48.0	292.500000	95.000000	138.0	73.0	23.0	13.0	141.0	138.0	100.0	92.0	129.0	76.0	111.0	111.0	37.4	36.500	19.3	9.1	125705	222504	Caucasian	1.0	M	50.0	50.0	7.280	7.280	95.0	95.0	3.3	3.3	20.0	20.0	8.6	8.6	1.13	1.13	62.0	59.0	62.0	59.0	129.0	129.0	24.0	24.0	115.0	114.0	15.9	15.9	46.0	46.0	1.60	1.40	67.000	67.0	69.0	66.0	95.000000	95.000000	73.0	73.0	5.7	5.7	23.0	20.0	139.0	139.0	95.0	93.0	92.0	88.0	92.0	88.0	36.6	36.6	19.3	19.3	119.0	177.0	20.0	1	Other Hospital	163	1078	admit	0	1	0	107.0	0.058333	8.0	138.0	36.5	1	19.3	135.7
216	64.0	214.0	0.7	30.859607	0	1.3	1.3	40.0	37.0	7.290	7.260	248.000	69.0	0.7	0.7	75.0	69.0	7.3	7.1	54.0	32.0	70.0	48.0	70.0	48.0	227.0	19.0	18.0	79.0	61.0	9.9	8.5	29.0	27.0	1.40	1.30	91.0	69.0	91.0	69.0	248.000000	138.000000	105.0	61.0	20.0	14.0	141.0	141.0	100.0	33.0	140.0	69.0	132.0	132.0	37.8	36.800	5.0	3.8	126009	249131	Caucasian	2.0	M	39.0	39.0	7.260	7.260	248.0	248.0	0.7	0.7	75.0	75.0	7.3	7.3	1.59	1.59	70.0	60.0	70.0	60.0	227.0	163.0	18.0	18.0	70.0	62.0	9.9	9.9	29.0	29.0	1.40	1.30	83.000	72.0	91.0	86.0	248.000000	248.000000	61.0	61.0	2.9	2.9	20.0	20.0	141.0	141.0	100.0	99.0	132.0	131.0	132.0	131.0	36.8	36.8	3.8	3.8	39.0	164.0	27.0	0	Operating Room	163	1078	admit	0	1	0	248.0	0.250000	5.0	141.0	36.8	1	3.8	83.0
217	28.0	208.0	0.4	20.899654	0	2.0	2.0	41.0	33.0	7.450	7.300	121.000	76.0	0.4	0.2	23.0	20.0	8.1	7.7	71.0	40.0	74.0	55.0	74.0	55.0	263.0	21.0	19.0	141.0	72.0	9.4	6.9	27.0	19.0	1.10	1.00	98.0	75.0	98.0	75.0	302.500000	152.000000	322.0	298.0	30.0	10.0	135.0	132.0	100.0	94.0	190.0	94.0	145.0	145.0	38.3	36.700	27.3	21.5	126019	226636	Caucasian	6.0	M	41.0	41.0	7.300	7.300	76.0	76.0	0.4	0.4	23.0	22.0	8.1	7.7	0.75	0.72	55.0	55.0	55.0	55.0	263.0	221.0	19.0	19.0	141.0	118.0	8.1	8.1	22.0	22.0	1.10	1.00	93.000	61.0	75.0	75.0	152.000000	152.000000	298.0	298.0	5.6	5.4	23.0	14.0	134.0	132.0	100.0	95.0	104.0	104.0	104.0	104.0	38.3	38.0	21.5	21.5	135.0	170.0	19.0	0	Recovery Room	163	1078	admit	0	1	0	76.0	5.543750	30.0	134.0	36.7	1	27.3	60.4
218	40.0	114.0	25.4	29.579512	1	3.1	2.5	77.0	43.0	7.190	6.990	127.000	48.0	25.8	25.4	41.0	34.0	9.7	7.8	71.0	35.0	96.0	38.0	96.0	38.0	205.0	21.0	17.0	129.0	87.0	9.2	7.6	23.0	23.0	2.00	1.60	106.0	52.0	106.0	52.0	127.000000	51.000000	141.0	92.0	35.0	14.0	141.0	140.0	100.0	83.0	128.0	88.0	151.0	151.0	37.1	36.300	26.7	23.0	126142	276831	Caucasian	1.0	F	77.0	61.0	7.020	6.990	127.0	51.0	25.4	25.4	34.0	34.0	9.7	9.7	1.71	1.35	96.0	82.0	96.0	82.0	93.0	91.0	21.0	21.0	129.0	117.0	7.6	7.6	23.0	23.0	2.00	1.60	85.000	70.0	106.0	99.0	127.000000	51.000000	141.0	141.0	3.9	3.9	35.0	14.0	140.0	140.0	99.0	83.0	151.0	134.0	151.0	134.0	36.4	36.3	23.0	23.0	130.0	171.5	23.0	1	Direct Admit	163	1078	admit	0	1	0	77.0	0.015972	31.0	140.0	36.3	1	23.0	87.0
219	60.0	113.0	3.3	39.525303	0	2.2	2.2	43.0	31.0	7.350	7.150	210.000	32.0	3.3	3.3	71.0	53.0	10.8	6.9	70.0	45.0	52.0	24.0	52.0	24.0	401.0	20.0	12.0	137.0	105.0	13.6	11.9	40.0	34.0	1.00	1.00	61.0	34.0	61.0	34.0	230.000000	40.000000	280.0	188.0	25.0	16.0	146.0	136.0	100.0	79.0	126.0	61.0	115.0	115.0	39.1	36.800	12.4	5.7	126682	223598	Caucasian	6.0	F	31.0	31.0	7.230	7.230	115.0	115.0	3.3	3.3	71.0	71.0	7.6	7.6	2.99	2.99	47.0	36.0	47.0	36.0	192.0	170.0	13.0	13.0	113.0	112.0	13.6	13.6	40.0	40.0	1.00	1.00	69.000	64.0	51.0	39.0	230.000000	230.000000	280.0	280.0	5.3	5.3	25.0	20.0	140.0	140.0	100.0	96.0	98.0	62.0	98.0	62.0	38.0	38.0	12.4	12.4	140.0	162.6	40.0	0	Other Hospital	163	1078	admit	0	0	0	40.0	0.005556	5.0	138.0	36.8	1	12.4	104.5
220	60.0	114.0	0.4	28.541194	0	2.8	2.8	46.1	29.8	7.450	7.133	279.000	76.0	0.4	0.4	16.0	9.0	7.2	7.2	124.0	53.0	115.0	51.0	115.0	51.0	341.0	21.0	19.0	110.0	47.0	13.1	12.6	42.0	38.0	1.32	1.32	148.0	59.0	148.0	59.0	279.000000	76.000000	383.0	324.0	31.0	16.0	142.0	135.0	100.0	90.0	200.0	84.0	194.0	194.0	37.8	35.800	21.8	15.1	126847	255666	Caucasian	6.0	F	46.1	46.1	7.133	7.133	76.0	76.0	0.4	0.4	9.0	9.0	7.2	7.2	1.05	1.05	98.0	85.0	98.0	85.0	341.0	341.0	19.0	19.0	96.0	90.0	13.1	13.1	42.0	42.0	1.32	1.32	35.625	28.0	118.0	110.0	76.000000	76.000000	383.0	383.0	6.3	6.3	22.0	16.0	135.0	135.0	97.0	95.0	138.0	130.0	138.0	130.0	36.8	36.8	21.8	21.8	119.0	157.5	38.0	0	Direct Admit	7	1109	admit	0	1	0	146.0	0.000000	49.0	135.0	35.8	1	21.8	70.8
221	28.0	113.0	0.9	28.652128	0	2.1	2.0	63.2	44.3	7.403	7.281	110.000	75.0	1.2	0.9	34.0	33.0	6.6	6.0	88.0	36.0	83.0	38.0	83.0	38.0	201.0	30.0	28.0	141.0	93.0	12.0	10.9	36.0	33.0	1.39	1.39	99.0	48.0	99.0	48.0	122.222222	75.000000	40.0	34.0	64.0	0.0	148.0	146.0	99.0	90.0	154.0	76.0	124.0	124.0	39.2	36.400	10.0	1.9	126857	230960	Other/Unknown	4.0	M	55.9	55.9	7.296	7.296	75.0	75.0	0.9	0.9	33.0	33.0	6.0	6.0	2.42	2.42	56.0	38.0	56.0	38.0	100.0	96.0	28.0	28.0	141.0	129.0	12.0	12.0	36.0	36.0	1.39	1.39	66.000	56.0	76.0	48.0	75.000000	75.000000	40.0	40.0	3.9	3.9	34.0	16.0	148.0	148.0	97.0	90.0	100.0	68.0	100.0	68.0	39.2	39.2	1.9	1.9	143.0	165.1	36.0	0	Direct Admit	7	1109	admit	0	1	0	94.0	0.000000	38.0	148.0	36.7	1	1.9	78.1
222	58.0	202.0	0.5	38.910977	0	3.7	3.7	66.3	16.0	7.620	7.172	540.865	72.0	0.5	0.5	30.0	26.0	9.7	8.6	81.0	43.0	72.0	51.0	72.0	51.0	261.0	30.0	25.0	121.0	69.0	10.4	7.7	32.0	22.0	1.10	0.92	88.0	68.0	88.0	68.0	209.090909	80.000000	144.0	66.0	49.0	15.0	145.0	135.0	100.0	91.0	125.0	71.0	134.0	134.0	36.7	35.400	16.1	11.5	126859	194734	African American	6.0	F	46.0	46.0	7.368	7.368	92.0	92.0	0.5	0.5	26.0	26.0	8.6	8.6	1.51	1.51	72.0	58.0	72.0	58.0	154.0	144.0	30.0	30.0	75.0	69.0	10.4	10.4	32.0	32.0	1.10	0.92	68.000	57.0	79.0	68.0	209.090909	209.090909	144.0	144.0	4.8	4.8	49.0	15.0	135.0	135.0	100.0	91.0	107.0	89.0	107.0	89.0	35.4	35.4	14.8	14.8	120.0	167.6	30.0	0	Operating Room	7	1107	admit	0	1	0	84.0	-0.013889	49.0	135.0	35.4	1	16.1	109.3
223	29.0	202.0	0.8	45.552286	0	2.6	2.6	52.5	45.8	7.316	7.269	371.000	193.0	0.8	0.8	22.0	21.0	7.4	7.2	105.0	40.0	83.0	37.0	83.0	37.0	153.0	22.0	22.0	138.0	88.0	8.5	8.0	25.0	24.0	1.53	1.51	106.0	53.0	106.0	53.0	371.000000	321.666667	170.0	141.0	58.0	10.0	133.0	131.0	100.0	97.0	270.0	84.0	137.0	137.0	37.9	31.889	21.2	19.4	128769	147226	Caucasian	6.0	M	52.5	52.5	7.280	7.280	334.0	334.0	0.8	0.8	21.0	21.0	7.4	7.4	1.88	1.88	83.0	41.0	83.0	41.0	153.0	153.0	22.0	22.0	138.0	109.0	8.5	8.5	25.0	25.0	1.53	1.51	101.000	72.0	106.0	59.0	334.000000	334.000000	170.0	170.0	4.3	4.3	33.0	20.0	133.0	133.0	100.0	98.0	137.0	89.0	137.0	89.0	37.8	37.8	21.2	21.2	138.0	188.0	24.0	0	Recovery Room	7	1111	admit	1	1	1	371.0	1.943750	58.0	131.0	37.9	1	21.2	161.0
224	62.0	308.0	0.7	33.178948	0	3.0	3.0	41.5	40.4	7.352	7.301	180.000	95.0	0.7	0.7	16.0	14.0	7.9	7.9	63.0	41.0	80.0	55.0	80.0	55.0	200.0	24.0	21.0	99.0	72.0	10.9	8.9	32.0	26.0	1.19	1.19	91.0	68.0	91.0	68.0	247.500000	95.000000	160.0	103.0	24.0	6.0	141.0	140.0	100.0	95.0	128.0	83.0	124.0	124.0	38.5	37.500	26.4	10.0	130105	267474	Caucasian	5.0	M	41.5	41.2	7.316	7.301	180.0	95.0	0.7	0.7	14.0	14.0	7.9	7.9	1.18	1.18	74.0	62.0	74.0	62.0	144.0	128.0	21.0	21.0	89.0	81.0	10.9	10.9	32.0	32.0	1.19	1.19	96.000	74.0	86.0	75.0	95.000000	95.000000	160.0	160.0	4.7	4.7	24.0	6.0	140.0	140.0	100.0	100.0	113.0	99.0	113.0	99.0	37.8	37.5	26.4	26.4	99.0	170.1	26.0	0	Direct Admit	7	1107	admit	0	1	0	95.0	0.000000	4.0	140.0	38.5	1	26.4	96.0

Overview

Variables

Correlations

Missing values

Sample

First rows

Last rows